{"meta":{"query_hash":"fd600288b6e8","filters":{"venue":"Journal of Industrial Ecology"},"cohort_total":166,"direct_labels_cover":1,"predictions_cover":166,"exported":166,"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/fd600288b6e8","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Industrial+Ecology"},"results":[{"id":"W1484884275","doi":"10.1111/jiec.12004","title":"Canadian Extended Producer Responsibility Programs","year":2013,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Action plan; Political science; Sociology; Management; Computer science; Economics","score_opus":0.028416207980259067,"score_gpt":0.2734366512764374,"score_spread":0.24502044329617834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484884275","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01974304,0.00225337,0.0028973948,0.028090969,0.0011272971,0.000600756,0.007368507,0.00077800226,0.9371407],"genre_scores_gemma":[0.043759193,0.0008199795,0.0017500821,0.0017625018,0.00006696477,0.00008555341,0.0014363523,0.000091482776,0.9502279],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9936102,0.00039696333,0.00011309504,0.00045512695,0.0037901702,0.0016343792],"domain_scores_gemma":[0.9867208,0.0007410369,0.00019509382,0.0007558991,0.008126182,0.0034609367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035786002,0.0005692125,0.00039230107,0.0027093366,0.007643085,0.0044547953,0.0027080611,0.0020745401,0.11448065],"category_scores_gemma":[0.007976946,0.0007097042,0.0005341274,0.0021526366,0.0012011543,0.0013985032,0.002394102,0.002366867,0.0069802497],"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":[0.000101092,0.00018886132,0.004097957,0.0001646665,0.000020457685,0.0002513586,0.0012492171,0.0007308478,0.00085299194,0.0815464,0.81557375,0.09522235],"study_design_scores_gemma":[0.000018111354,0.000016858183,0.010280675,0.00004007892,0.000008612509,0.000033011565,0.0004158707,0.00027124147,0.00022810827,0.0009990553,0.98766994,0.000018433058],"about_ca_topic_score_codex":0.95829195,"about_ca_topic_score_gemma":0.9857479,"teacher_disagreement_score":0.11448065,"about_ca_system_score_codex":0.047023676,"about_ca_system_score_gemma":0.18866393,"threshold_uncertainty_score":0.38297594},"labels":[],"label_agreement":null},{"id":"W1493293603","doi":"10.1111/j.1530-9290.2010.00228.x","title":"Using the Lashof Accounting Methodology to Assess Carbon Mitigation Projects With Life Cycle Assessment","year":2010,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Danmarks Tekniske Universitet","keywords":"Greenhouse gas; Life-cycle assessment; Context (archaeology); Environmental science; Carbon accounting; Climate change; Industrial ecology; Climate change mitigation; Radiative forcing; Environmental resource management; Unit (ring theory); Accounting method; Environmental economics; Business; Accounting; Production (economics); Sustainability; Economics; Mathematics","score_opus":0.1181834693986404,"score_gpt":0.3643795791623141,"score_spread":0.24619610976367373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493293603","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58661973,0.0009163559,0.37914252,0.0004874331,0.00008124121,0.00033543014,0.0013107741,0.00058692263,0.030519577],"genre_scores_gemma":[0.9203846,0.00031091576,0.076255925,0.000029799714,0.000018757324,0.00015084367,0.00030884575,0.00004267989,0.0024976302],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987987,0.0005047259,0.00007319334,0.00008090955,0.00040190475,0.0001405676],"domain_scores_gemma":[0.9984798,0.00069880456,0.00025271258,0.00012856802,0.0003876772,0.000052429692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033815957,0.00084083923,0.00047931873,0.0028071988,0.0005403506,0.0015611397,0.00067592115,0.0004934229,0.0018820318],"category_scores_gemma":[0.00701159,0.00023514658,0.0006728028,0.0020403021,0.0002680506,0.0024795623,0.00081569626,0.00035694003,0.000119011325],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019318267,0.00010463129,0.023364456,0.00015627588,0.0003158835,0.00014659438,0.00016331654,0.67912006,0.002439503,0.051315613,0.0017640626,0.24091645],"study_design_scores_gemma":[0.000020059586,0.0001504086,0.008833136,0.00003955261,0.00010952304,0.000050153965,0.0001393498,0.9609642,0.0025748264,0.023072315,0.003994356,0.00005223689],"about_ca_topic_score_codex":0.022659875,"about_ca_topic_score_gemma":0.028114745,"teacher_disagreement_score":0.022659875,"about_ca_system_score_codex":0.0017797168,"about_ca_system_score_gemma":0.0021387262,"threshold_uncertainty_score":0.045055926},"labels":[],"label_agreement":null},{"id":"W1514441870","doi":"10.1111/jiec.12239","title":"Why Do Cities Grow? Insights from Nonequilibrium Thermodynamics at the Urban and Global Scales","year":2015,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":113,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Zipf's law; Non-equilibrium thermodynamics; Exergy; Entropy production; Laws of thermodynamics; Second law of thermodynamics; Entropy (arrow of time); Urban metabolism; Population; Statistical physics; Thermodynamics; Economics; Economic geography; Physics; Urban planning; Mathematics; Sociology; Ecology; Urban density","score_opus":0.023209832257092024,"score_gpt":0.22309778654429668,"score_spread":0.19988795428720466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514441870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81018627,0.0064735324,0.04608418,0.03052608,0.000265779,0.000020689073,0.0005729407,0.00015585992,0.1057147],"genre_scores_gemma":[0.9961392,0.0010673176,0.0009611516,0.00029051973,0.000050085622,0.000008973514,0.00003581558,0.000027844724,0.0014188733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997899,0.000059889775,0.0000071512923,0.000039683604,0.00004818703,0.00005518931],"domain_scores_gemma":[0.99871564,0.00074646587,0.00013837904,0.00012280942,0.00013434341,0.00014249675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063075963,0.00015444332,0.00042457285,0.0005350691,0.00062235916,0.003495168,0.0006299038,0.0008988484,0.003246778],"category_scores_gemma":[0.0034204212,0.00028494795,0.0002920737,0.00078618195,0.0027112812,0.0068109566,0.0014437663,0.00091280375,0.0002828284],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032726755,0.000037366288,0.019715454,0.000109746994,0.00004766226,0.00015319286,0.0014524736,0.025029665,0.0010322512,0.9285754,0.004670762,0.019143257],"study_design_scores_gemma":[0.0000062408926,0.0000056772947,0.011661491,0.000027533826,0.00001220837,0.000037050493,0.0015876471,0.02531552,0.00019357406,0.9539639,0.0071721417,0.000017064556],"about_ca_topic_score_codex":0.00613355,"about_ca_topic_score_gemma":0.010311093,"teacher_disagreement_score":0.00613355,"about_ca_system_score_codex":0.0011716668,"about_ca_system_score_gemma":0.00065171,"threshold_uncertainty_score":0.012195706},"labels":[],"label_agreement":null},{"id":"W1514828901","doi":"10.1111/j.1530-9290.2011.00363.x","title":"Life Cycle Thinking in Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Computer science; Sociology","score_opus":0.026898509851843725,"score_gpt":0.2133846523304576,"score_spread":0.1864861424786139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514828901","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2745038,0.0063397186,0.0056105917,0.033684,0.0002230489,0.00008741796,0.0008251831,0.000080848855,0.6786455],"genre_scores_gemma":[0.9249053,0.0023266454,0.002047887,0.00083127856,0.000014765999,0.000020046034,0.0001859784,0.000034059638,0.06963407],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989341,0.00017300902,0.00002973625,0.00013864723,0.00032726114,0.00039723158],"domain_scores_gemma":[0.99703753,0.0004940308,0.000091479764,0.00007628237,0.0017479461,0.00055274786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012171639,0.00028205395,0.00024857896,0.0019379521,0.010086192,0.0075682574,0.0014482106,0.0010170983,0.013671629],"category_scores_gemma":[0.0044112736,0.00021768427,0.000360638,0.0041168523,0.0045358837,0.0020386153,0.0012547253,0.0016288528,0.00035665685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040216084,0.000036598936,0.0061538466,0.000047172714,0.000013163371,0.00015951903,0.008112886,0.0048363744,0.00011325777,0.93876547,0.015897777,0.02582378],"study_design_scores_gemma":[0.00003267534,0.000032461678,0.0218538,0.00037172926,0.00005431675,0.00011329094,0.050660446,0.015681654,0.0004351704,0.32820895,0.5824471,0.00010835078],"about_ca_topic_score_codex":0.9950165,"about_ca_topic_score_gemma":0.9966319,"teacher_disagreement_score":0.18271534,"about_ca_system_score_codex":0.18271534,"about_ca_system_score_gemma":0.17488588,"threshold_uncertainty_score":0.9479344},"labels":[],"label_agreement":null},{"id":"W1520615075","doi":"10.1111/j.1530-9290.2012.00564.x","title":"Sustainable Urban Systems","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Industrial ecology; Environmental planning; Business; Sustainability; Geography; Ecology; Biology","score_opus":0.019198708314494245,"score_gpt":0.24155441859494384,"score_spread":0.2223557102804496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520615075","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009616136,0.0016754244,0.004730382,0.010331559,0.00029804712,0.000043664746,0.00024038136,0.000104731094,0.9729595],"genre_scores_gemma":[0.42815682,0.005844703,0.0068174796,0.0021314258,0.00035017938,0.0001766715,0.00082781486,0.0001447611,0.5555501],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99957496,0.000119720855,0.0000126499335,0.000053235868,0.00016830683,0.000071217495],"domain_scores_gemma":[0.9997682,0.000028535018,0.000015001705,0.000057632482,0.000088781395,0.000041874933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005791705,0.00039583055,0.00016318672,0.00090979855,0.0017883554,0.0040688487,0.0004894352,0.0007227093,0.053165052],"category_scores_gemma":[0.0008396963,0.0001771538,0.00015921221,0.0012843356,0.0019110079,0.002103241,0.0029784022,0.0006792768,0.006482244],"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":[0.0000038981593,0.000028452781,0.0005444922,0.000039579325,0.00000404491,0.000033358894,0.00053256727,0.0007652144,0.00017790367,0.8896454,0.052601296,0.055623822],"study_design_scores_gemma":[0.0000025855609,0.0000091853535,0.00074522867,0.0000449517,0.0000030015035,0.000031298972,0.0009574882,0.0003451196,0.00015680499,0.16212705,0.8355744,0.0000028419777],"about_ca_topic_score_codex":0.0058607413,"about_ca_topic_score_gemma":0.018094903,"teacher_disagreement_score":0.053165052,"about_ca_system_score_codex":0.003052742,"about_ca_system_score_gemma":0.0034845667,"threshold_uncertainty_score":0.17785478},"labels":[],"label_agreement":null},{"id":"W1526167938","doi":"10.1111/j.1530-9290.2009.00127.x","title":"Assessing Sustainability in a Globalizing World","year":2009,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainability; Columbia university; Citation; Library science; Sociology; Political science; Law; Media studies; Ecology; Computer science","score_opus":0.027813445191076928,"score_gpt":0.2956655434301462,"score_spread":0.2678520982390693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526167938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.857966,0.0057079126,0.03761757,0.020136354,0.00014630346,0.00007898345,0.00048816775,0.00009801062,0.07776083],"genre_scores_gemma":[0.9859406,0.002056578,0.010761166,0.0003335877,0.00003285636,0.000017694814,0.00011619455,0.000018005447,0.0007233533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982079,0.0011301051,0.000076345554,0.00012700625,0.00032573962,0.00013286665],"domain_scores_gemma":[0.99670273,0.0020892508,0.00038818945,0.0001410991,0.0003953401,0.00028344904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037379586,0.000850084,0.00048132383,0.0026588242,0.0010803652,0.0053557516,0.00049927155,0.0017487154,0.0017290973],"category_scores_gemma":[0.010194186,0.00022900177,0.00036771363,0.003408403,0.0032032125,0.0064393682,0.0031540543,0.0013994031,0.0001184457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001431931,0.00035445535,0.23633438,0.0005735913,0.0008496671,0.0009698559,0.0032117565,0.15846832,0.0024763963,0.30465198,0.007535359,0.28443098],"study_design_scores_gemma":[0.00002383962,0.00030491297,0.06805128,0.0005418623,0.00036973192,0.0005145674,0.023725674,0.04811587,0.0022719004,0.8268125,0.029175203,0.00009261793],"about_ca_topic_score_codex":0.008178158,"about_ca_topic_score_gemma":0.015442949,"teacher_disagreement_score":0.008178158,"about_ca_system_score_codex":0.0025383618,"about_ca_system_score_gemma":0.0024602541,"threshold_uncertainty_score":0.019768417},"labels":[],"label_agreement":null},{"id":"W1529657313","doi":"10.1111/j.1530-9290.2011.00414.x","title":"Carbon Footprint Assessment of a Paperback Book","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Carbon footprint; Greenhouse gas; Mill; Tonne; Paper mill; Pulp (tooth); Paper production; Kraft process; Reuse; Pulp mill; Environmental science; Pulp and paper industry; Waste management; Pulpwood; Paper machine; Carbon dioxide equivalent; Carbon dioxide; Kraft paper; Engineering; Effluent; Chemistry","score_opus":0.02208950500230716,"score_gpt":0.28220194820145744,"score_spread":0.2601124431991503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529657313","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026124416,0.023585314,0.022359151,0.01255729,0.020551477,0.000332742,0.009991338,0.0017205996,0.8827776],"genre_scores_gemma":[0.07339377,0.010599497,0.012663236,0.0011917123,0.001068024,0.00014350502,0.0057499316,0.0008678247,0.89432245],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994822,0.000037238726,0.000010235485,0.000038905117,0.00040861237,0.000022816565],"domain_scores_gemma":[0.9991271,0.00021670834,0.000018896006,0.00006733759,0.0005107079,0.000059239454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005431284,0.00044797512,0.00045678814,0.0019841942,0.0008137705,0.0033905678,0.00071809,0.0009655907,0.05011574],"category_scores_gemma":[0.0014705621,0.0002754747,0.0003579197,0.002850411,0.00032414586,0.0019036379,0.0003977891,0.000965009,0.009277471],"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":[0.00021772167,0.00016428258,0.0011134025,0.00030338677,0.00004797767,0.0001439195,0.00011655235,0.0031564233,0.0021741241,0.027641745,0.63539016,0.32953036],"study_design_scores_gemma":[0.000029030098,0.0001313567,0.0033783019,0.00024664216,0.000039143884,0.00016099594,0.00024793122,0.0027711415,0.004713131,0.021244233,0.9670059,0.00003215034],"about_ca_topic_score_codex":0.006342247,"about_ca_topic_score_gemma":0.009796427,"teacher_disagreement_score":0.05011574,"about_ca_system_score_codex":0.0014638411,"about_ca_system_score_gemma":0.0011005255,"threshold_uncertainty_score":0.16765386},"labels":[],"label_agreement":null},{"id":"W1539143147","doi":"10.1111/jiec.12165","title":"Peak Waste: When Is It Likely to Occur?","year":2014,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":135,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Per capita; Gross domestic product; Sustainability; Municipal solid waste; Dematerialization (economics); Population; Industrial ecology; Population growth; Environmental science; Economics; Natural resource economics; Agricultural economics; Economic growth; Engineering; Waste management; Demography; Ecology","score_opus":0.04724005324743519,"score_gpt":0.27076009654238803,"score_spread":0.22352004329495284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1539143147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6073246,0.054171108,0.014166828,0.25818932,0.0056947237,0.00022187852,0.0048501655,0.0005137385,0.054867603],"genre_scores_gemma":[0.97674096,0.011273784,0.0020618332,0.005156584,0.0025631448,0.000035695866,0.0007834525,0.000047596957,0.0013370474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963559,0.0008471661,0.0005235772,0.00054749753,0.00095273834,0.0007731884],"domain_scores_gemma":[0.9689538,0.013652688,0.008157249,0.00063180935,0.006249601,0.0023549167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005611827,0.00047091642,0.0008991405,0.0019440822,0.0013669945,0.0062348503,0.0014092865,0.0056412374,0.011548283],"category_scores_gemma":[0.041870598,0.00058093,0.000810855,0.0021637308,0.0016497651,0.0062905843,0.0013912448,0.0034429582,0.0027203166],"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":[0.0017676789,0.0005621849,0.7445025,0.0013594648,0.00041897575,0.0026163992,0.0016371682,0.001917727,0.0008049168,0.0076176785,0.05358134,0.18321401],"study_design_scores_gemma":[0.00018063858,0.0009522312,0.68648267,0.007241258,0.0010826533,0.0108903805,0.0637796,0.01626247,0.0049961056,0.08999578,0.11766418,0.0004720819],"about_ca_topic_score_codex":0.009869007,"about_ca_topic_score_gemma":0.016095366,"teacher_disagreement_score":0.011548283,"about_ca_system_score_codex":0.0018339315,"about_ca_system_score_gemma":0.0034368655,"threshold_uncertainty_score":0.03863287},"labels":[],"label_agreement":null},{"id":"W1545460039","doi":"10.1111/j.1530-9290.2012.00563.x","title":"Greenhouse Gas Emission Scenario Modeling for Cities Using the PURGE Model","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Greenhouse gas; Stock (firearms); Environmental science; Climate change; Natural resource economics; Industrial ecology; Business; Environmental economics; Economics; Engineering; Sustainability","score_opus":0.08507436466591776,"score_gpt":0.29679755308359584,"score_spread":0.21172318841767807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1545460039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.798698,0.00066684815,0.14402993,0.0015254389,0.00012708644,0.00016083765,0.0044165347,0.0013653585,0.04900991],"genre_scores_gemma":[0.9714704,0.00030540038,0.020523867,0.00009854041,0.000022243188,0.00016997085,0.0013891517,0.00018875828,0.005831646],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997482,0.00012939489,0.000009754742,0.000040796247,0.000029044202,0.000042822696],"domain_scores_gemma":[0.999485,0.00031847644,0.00003229684,0.000045253466,0.000071937684,0.000047008434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006319113,0.0008821805,0.0012171627,0.0005603934,0.00086709403,0.0013122539,0.0015780178,0.0016495711,0.0038426463],"category_scores_gemma":[0.001318298,0.0008448794,0.0014452017,0.0009963856,0.000510941,0.0016598168,0.0010645889,0.001377587,0.00044959798],"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":[0.00001880783,0.000012517071,0.00026866142,0.00000676221,0.000016032893,0.000027102444,0.000008596485,0.99763465,0.00009236603,0.001071524,0.00017104657,0.00067194033],"study_design_scores_gemma":[0.00002086042,0.000012193424,0.0001923882,0.0000025591708,0.000010660681,0.000005229204,0.000014400067,0.9977458,0.000111494395,0.001437323,0.0004389252,0.000008150211],"about_ca_topic_score_codex":0.083024114,"about_ca_topic_score_gemma":0.056103718,"teacher_disagreement_score":0.083024114,"about_ca_system_score_codex":0.0016722613,"about_ca_system_score_gemma":0.0014265819,"threshold_uncertainty_score":0.16508174},"labels":[],"label_agreement":null},{"id":"W1605507585","doi":"10.1111/j.1530-9290.2011.00410.x","title":"Proposed Local Ecological Impact Categories and Indicators for Life Cycle Assessment of Aquaculture","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Bedford Institute of Oceanography","funders":"Ministry of Environment; Natural Sciences and Engineering Research Council of Canada; Pew Charitable Trusts","keywords":"Aquaculture; Biodiversity; Life-cycle assessment; Environmental science; Impact assessment; Environmental impact assessment; Environmental indicator; Environmental resource management; Ecological indicator; Nutrient; Scale (ratio); Ecology; Production (economics); Fishery; Biology; Ecosystem; Geography; Fish <Actinopterygii>","score_opus":0.02202758195721974,"score_gpt":0.29307530430782885,"score_spread":0.27104772235060914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605507585","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6478655,0.00038723217,0.3081328,0.0005321303,0.00005397354,0.0012369144,0.010542211,0.0010545895,0.030194638],"genre_scores_gemma":[0.89587194,0.00009663966,0.09778915,0.000036371133,0.00001217696,0.00070525706,0.003952915,0.000040893512,0.0014947082],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987915,0.000435874,0.00013909121,0.0001310652,0.00031915633,0.00018330525],"domain_scores_gemma":[0.9965385,0.0010191803,0.0004571259,0.00020438398,0.0014962709,0.0002845338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028756792,0.00066063786,0.0005248667,0.006723578,0.0009022734,0.0018049094,0.0009989281,0.00044023158,0.0037571553],"category_scores_gemma":[0.005726227,0.00022458527,0.00078877603,0.0044798213,0.0005747558,0.0010514696,0.0015578698,0.0006080994,0.0003907916],"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":[0.00044609854,0.00044686068,0.59764737,0.00043269648,0.00029313387,0.00022279297,0.0010019437,0.0983148,0.00371088,0.037446253,0.0073646912,0.25267255],"study_design_scores_gemma":[0.00010981905,0.00096661126,0.4640295,0.00030581054,0.00048866426,0.0005990401,0.0052894205,0.4400981,0.0039761956,0.07296399,0.010970184,0.00020266598],"about_ca_topic_score_codex":0.010359555,"about_ca_topic_score_gemma":0.024461675,"teacher_disagreement_score":0.010359555,"about_ca_system_score_codex":0.002184959,"about_ca_system_score_gemma":0.0019807382,"threshold_uncertainty_score":0.02059853},"labels":[],"label_agreement":null},{"id":"W1851481800","doi":"10.1111/jiec.12057","title":"An Exploration of the Relationship between Socioeconomic and Well‐Being Variables and Household Greenhouse Gas Emissions","year":2013,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":91,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts; Dalhousie University","keywords":"Greenhouse gas; Socioeconomic status; Marital status; Socioeconomics; Happiness; Household income; Geography; Life satisfaction; Psychology; Business; Demographic economics; Environmental health; Economics; Ecology; Social psychology; Medicine","score_opus":0.05413304524455847,"score_gpt":0.2701736071011852,"score_spread":0.21604056185662673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1851481800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991375,0.00006713126,0.00007707552,0.000069979695,0.0000024368333,0.0000029637074,0.00011805229,0.000001070259,0.0005238874],"genre_scores_gemma":[0.9995396,0.00005014911,0.00006896423,0.000012402457,0.0000026704174,0.0000042080133,0.00008993783,4.8669585e-7,0.00023164421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951506,0.0003022162,0.00002228754,0.000045190136,0.000041602925,0.00007370635],"domain_scores_gemma":[0.99656004,0.0022769216,0.0004604716,0.00014909614,0.00015973502,0.00039363132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011556393,0.00026481692,0.00022084817,0.00060254073,0.0005639997,0.00072036794,0.00031444398,0.0004656536,0.0049005942],"category_scores_gemma":[0.0028413408,0.00022690854,0.0009081314,0.001206619,0.0005259582,0.0006829297,0.0008089835,0.0007181297,0.00026132085],"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":[0.00014312948,0.00019544028,0.9961593,0.000011703915,0.00017568679,0.00009533542,0.00042384936,0.00013164847,0.00021599523,0.00034248803,0.000056901972,0.0020484282],"study_design_scores_gemma":[0.0000039356974,0.00017248627,0.99699545,0.000005766279,0.0000658341,0.000056818615,0.0015902127,0.00050875644,0.00008398553,0.00021045528,0.0003011256,0.0000051248703],"about_ca_topic_score_codex":0.01292271,"about_ca_topic_score_gemma":0.01802818,"teacher_disagreement_score":0.01292271,"about_ca_system_score_codex":0.00029401714,"about_ca_system_score_gemma":0.0006874363,"threshold_uncertainty_score":0.025694966},"labels":[],"label_agreement":null},{"id":"W1855986903","doi":"10.1162/1088198042442360","title":"Dependence of Intake Fraction on Release Location in a Multimedia Framework","year":2004,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Environmental science; Population; Exposure assessment; Ecosystem; Population density; Food chain; Ecology; Environmental chemistry; Chemistry; Environmental health; Biology; Statistics; Mathematics","score_opus":0.02297551115957675,"score_gpt":0.27018749047373375,"score_spread":0.247211979314157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1855986903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8058788,0.00033730862,0.18802385,0.00020156105,0.000015228816,0.00006321904,0.00048582372,0.00048142212,0.004512582],"genre_scores_gemma":[0.99026513,0.000092445465,0.008624848,0.000012321371,0.000008763807,0.000015691803,0.000122012316,0.000036534184,0.00082228624],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991412,0.00019240423,0.0000371654,0.00018633045,0.00016722381,0.00027561895],"domain_scores_gemma":[0.99133486,0.0060156225,0.0009533323,0.0006231652,0.00076093664,0.0003121532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018873843,0.00074293755,0.00069622335,0.0010027144,0.00043372248,0.0015135513,0.0014929852,0.00106714,0.0037912503],"category_scores_gemma":[0.009567719,0.00039823167,0.0006535663,0.0007420407,0.0006871812,0.0031308671,0.0010608839,0.00060040876,0.00045862125],"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":[0.0011075546,0.0003736352,0.0114606265,0.00010356529,0.00014383142,0.00054179627,0.00015894957,0.89846706,0.024124661,0.023595316,0.0005054674,0.039417405],"study_design_scores_gemma":[0.000011893983,0.00015410563,0.0036992051,0.000006421631,0.00006109343,0.000099755074,0.0000519029,0.9882062,0.0024066996,0.005131309,0.00014320754,0.000028267736],"about_ca_topic_score_codex":0.011392086,"about_ca_topic_score_gemma":0.009930852,"teacher_disagreement_score":0.011392086,"about_ca_system_score_codex":0.000858011,"about_ca_system_score_gemma":0.00087812106,"threshold_uncertainty_score":0.022651553},"labels":[],"label_agreement":null},{"id":"W1866569911","doi":"10.1111/j.1530-9290.2012.00486.x","title":"Using Activity‐Based Modeling to Simulate Urban Resource Demands at High Spatial and Temporal Resolutions","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; Imperial College London","keywords":"Urban metabolism; Resource (disambiguation); Computer science; Microsimulation; Transferability; Scale (ratio); Environmental economics; Environmental resource management; Urban planning; Transport engineering; Environmental science; Economics; Geography; Urban density; Engineering; Machine learning; Civil engineering","score_opus":0.12947439787706314,"score_gpt":0.348079065971588,"score_spread":0.21860466809452486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1866569911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.918831,0.00010652953,0.072920285,0.00041568125,0.00008722775,0.0000638988,0.00092277414,0.00043247984,0.006220249],"genre_scores_gemma":[0.9888165,0.000049208604,0.009783379,0.000033968656,0.000012033009,0.000046979407,0.0003651522,0.000041822983,0.00085098465],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998186,0.000060803155,0.000014706452,0.00003974648,0.000025601392,0.000040555118],"domain_scores_gemma":[0.99901116,0.0006225396,0.0000759551,0.00007385208,0.00012358134,0.00009277715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004896146,0.00066804147,0.0007375188,0.0005813354,0.0005971094,0.0012520112,0.0014888763,0.001581025,0.0016209394],"category_scores_gemma":[0.0020244005,0.00076731725,0.0009339819,0.0010282608,0.000484589,0.0010697753,0.00056697516,0.0009990309,0.00024388051],"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":[0.000013753086,0.000042148746,0.0013845324,0.000005057577,0.000014254923,0.000016166121,0.000014946869,0.99724674,0.0001987899,0.0003771765,0.00007238888,0.0006141233],"study_design_scores_gemma":[0.000003228549,0.0000023440418,0.00015416015,5.37876e-7,0.0000021090352,0.0000015899002,0.000005520776,0.99961936,0.000051531464,0.0001210691,0.00003629068,0.0000022088486],"about_ca_topic_score_codex":0.09997904,"about_ca_topic_score_gemma":0.06248966,"teacher_disagreement_score":0.09997904,"about_ca_system_score_codex":0.0016749263,"about_ca_system_score_gemma":0.0011879869,"threshold_uncertainty_score":0.19879419},"labels":[],"label_agreement":null},{"id":"W1892477779","doi":"10.1111/jiec.12292","title":"Tradeoff Evaluation Improves Comparative Life Cycle Assessment: A Photovoltaic Case Study","year":2015,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"Arizona State University","keywords":"Life-cycle assessment; Industrial ecology; Computer science; Risk analysis (engineering); Normalization (sociology); Management science; Business; Engineering; Production (economics); Economics; Sustainability","score_opus":0.12659853133577015,"score_gpt":0.37681737352329436,"score_spread":0.2502188421875242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1892477779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86123466,0.0009016119,0.09073256,0.0010719254,0.000059796654,0.00030483006,0.00064987846,0.00011754304,0.044927273],"genre_scores_gemma":[0.9622388,0.00019298779,0.03503077,0.00003708218,0.000011594792,0.00006215926,0.00022910962,0.00004841343,0.002149044],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99709153,0.002024754,0.00007578117,0.00017771516,0.00043708523,0.0001931132],"domain_scores_gemma":[0.9793576,0.01762214,0.00038607506,0.0008745799,0.0014914752,0.00026812532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0091259265,0.0008058563,0.00067085,0.001957287,0.0015485397,0.0021928425,0.0016055928,0.0019774514,0.005808906],"category_scores_gemma":[0.024765132,0.00032472983,0.0012935023,0.0030388087,0.0007981228,0.003184958,0.0013443629,0.0011858828,0.00025125672],"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":[0.0016505622,0.0016786298,0.030261397,0.0005388634,0.00030237777,0.0019245935,0.0017045245,0.6419009,0.004622142,0.08256002,0.0044161817,0.22843975],"study_design_scores_gemma":[0.0001905769,0.0012282113,0.010393002,0.00017115459,0.00027584817,0.00061039825,0.0020589218,0.90329015,0.0059149954,0.06520148,0.010544841,0.000120425284],"about_ca_topic_score_codex":0.0118309185,"about_ca_topic_score_gemma":0.021363411,"teacher_disagreement_score":0.0118309185,"about_ca_system_score_codex":0.0029928104,"about_ca_system_score_gemma":0.001755887,"threshold_uncertainty_score":0.048263133},"labels":[],"label_agreement":null},{"id":"W1892580494","doi":"10.1111/j.1530-9290.2012.00554.x","title":"Efficiency Through Proximity","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"U.S. Department of Agriculture","keywords":"Sustainability; Business; Manure; Ecosystem services; Metropolitan area; Material flow analysis; Unintended consequences; Production (economics); Urban agriculture; Agriculture; Natural resource economics; Ecosystem; Environmental science; Geography; Ecology; Economics","score_opus":0.033545358027418724,"score_gpt":0.2482965410812523,"score_spread":0.21475118305383356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1892580494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46568173,0.001592701,0.21385321,0.001780305,0.000095090865,0.00014468671,0.0005615417,0.00042517294,0.31586555],"genre_scores_gemma":[0.954151,0.0004014662,0.00860896,0.0001235525,0.00004286417,0.00006256758,0.00017963431,0.00016258257,0.036267392],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9972253,0.0007024392,0.0001534648,0.0008097426,0.00061572366,0.00049341633],"domain_scores_gemma":[0.9869889,0.006405234,0.0009966084,0.0038612022,0.0010756715,0.00067248684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017607622,0.00047442692,0.0011642289,0.001513006,0.0014062806,0.004666737,0.0014887616,0.0011811722,0.03598919],"category_scores_gemma":[0.017898701,0.00074797345,0.0007915515,0.00153878,0.0021906768,0.008545914,0.004428044,0.0012310474,0.0046074437],"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":[0.00024173911,0.0002145169,0.011543677,0.00020924807,0.0001217434,0.00012668755,0.0010744847,0.02193379,0.0054642577,0.88790363,0.004235969,0.06693031],"study_design_scores_gemma":[0.00007666686,0.00024787764,0.020621063,0.000093672716,0.00017583495,0.00096190453,0.0018612522,0.06739088,0.008658095,0.8776566,0.022191906,0.00006428074],"about_ca_topic_score_codex":0.0017903501,"about_ca_topic_score_gemma":0.0012532467,"teacher_disagreement_score":0.03598919,"about_ca_system_score_codex":0.0014126012,"about_ca_system_score_gemma":0.0010341795,"threshold_uncertainty_score":0.12039584},"labels":[],"label_agreement":null},{"id":"W1903051231","doi":"10.1111/j.1530-9290.2012.00548.x","title":"Mainstreaming Urban Metabolism","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":173,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Disclaimer; Mainstreaming; Industrial ecology; Political science; Ecology; Biology; Sustainability; Law","score_opus":0.024117555577453504,"score_gpt":0.23149483321079992,"score_spread":0.2073772776333464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1903051231","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27979237,0.0032618085,0.017140806,0.022734055,0.0005961877,0.00003974141,0.00009022543,0.00022254666,0.6761223],"genre_scores_gemma":[0.95097,0.0013581613,0.0023645475,0.0011814222,0.00015706153,0.000017636828,0.00005090961,0.00010986046,0.043790463],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994831,0.0002105856,0.000011872362,0.0000741683,0.000090817724,0.00012943574],"domain_scores_gemma":[0.99923694,0.0001482542,0.000059347698,0.0001978787,0.00013527501,0.00022232764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009557014,0.00030465107,0.00019153774,0.0006836307,0.0013506062,0.004100821,0.000600788,0.0007238108,0.014246707],"category_scores_gemma":[0.0013793088,0.00011899975,0.0002099992,0.00066220755,0.0030384806,0.0036341196,0.004673779,0.0009536262,0.0016578749],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013212918,0.00017992356,0.0041793864,0.00014151457,0.0000139438025,0.00011852367,0.005667529,0.0012432527,0.0024833796,0.7454181,0.008799783,0.23162255],"study_design_scores_gemma":[0.000029590312,0.00018154808,0.010477309,0.00031139355,0.00003233549,0.0001916042,0.016612317,0.0018450655,0.0046099676,0.26165625,0.70403284,0.00001981935],"about_ca_topic_score_codex":0.0032820187,"about_ca_topic_score_gemma":0.013856747,"teacher_disagreement_score":0.014246707,"about_ca_system_score_codex":0.0020741206,"about_ca_system_score_gemma":0.0018624495,"threshold_uncertainty_score":0.047659993},"labels":[],"label_agreement":null},{"id":"W1907250805","doi":"10.1111/jiec.12001","title":"Analytical Propagation of Uncertainty in Life Cycle Assessment Using Matrix Formulation","year":2013,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Matrix (chemical analysis); Life-cycle assessment; Industrial ecology; Environmental science; Mathematics; Economics; Chemistry; Biology; Chromatography; Sustainability; Production (economics); Microeconomics; Ecology","score_opus":0.029592396704122594,"score_gpt":0.31742423125494645,"score_spread":0.28783183455082384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1907250805","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0142540885,0.00021658515,0.9821811,0.00022848479,0.000026160023,0.000028659957,0.00005149085,0.000052130163,0.0029613085],"genre_scores_gemma":[0.7396282,0.0009072952,0.25408727,0.00010149326,0.00011206704,0.00016643392,0.0001301556,0.00012729123,0.0047397967],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999154,0.00043163236,0.00003382075,0.00006661025,0.00025601545,0.00005803254],"domain_scores_gemma":[0.9893366,0.009070605,0.00046405473,0.00023312763,0.00079098623,0.000104585575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035074428,0.00070548896,0.00060139183,0.001093882,0.00058839173,0.00149759,0.001060257,0.00091259496,0.0023961905],"category_scores_gemma":[0.016056033,0.00072266493,0.00070167804,0.0012093788,0.0008754781,0.0025266176,0.0012849475,0.0013769626,0.0001904322],"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":[0.000013900644,0.000018491863,0.0002710723,0.000042409916,0.000024136181,0.000058367663,0.00005117418,0.9212224,0.00045784304,0.0707483,0.0003333992,0.0067584263],"study_design_scores_gemma":[0.0000010930202,0.0000036903048,0.000032062733,0.000005334501,0.000002772596,0.0000057052375,0.0000054229686,0.9833783,0.00008661158,0.01635197,0.00012397133,0.000003111658],"about_ca_topic_score_codex":0.012694343,"about_ca_topic_score_gemma":0.009648408,"teacher_disagreement_score":0.012694343,"about_ca_system_score_codex":0.001290402,"about_ca_system_score_gemma":0.0012331259,"threshold_uncertainty_score":0.025240898},"labels":[],"label_agreement":null},{"id":"W1910711204","doi":"10.1111/j.1530-9290.2009.00141.x","title":"Diversity and Connectance in an Industrial Context","year":2009,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Department of Energy; Dalhousie University","funders":"Dalhousie University","keywords":"Industrial ecology; Ecology; Context (archaeology); Diversity (politics); Meaning (existential); Systems ecology; Metaphor; Applied ecology; Sociology; Environmental resource management; Biology; Epistemology; Sustainability; Environmental science; Biodiversity","score_opus":0.045148623417743776,"score_gpt":0.23665668915715685,"score_spread":0.19150806573941306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1910711204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985045,0.000042502936,0.00006378542,0.00005389286,0.0000014355046,6.834469e-7,0.000008125648,6.897841e-7,0.0013244721],"genre_scores_gemma":[0.9998958,0.000015780444,0.000019794488,0.0000038576454,0.0000022100241,4.7423183e-7,0.0000058858263,5.3450213e-7,0.00005572092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996705,0.00014124229,0.0000130459875,0.0000692625,0.000035458812,0.00007052016],"domain_scores_gemma":[0.9979444,0.00087285176,0.00034091907,0.000098673176,0.00013568145,0.0006074225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004956765,0.0001532691,0.0002237997,0.0017256506,0.0013810588,0.0015160686,0.00033857088,0.000564816,0.004421801],"category_scores_gemma":[0.0028700337,0.00014345876,0.00016544474,0.0018395572,0.0020771667,0.0018011327,0.0020832205,0.0005722591,0.00010547321],"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":[0.0003065768,0.00017854078,0.9580783,0.000027962347,0.00012927291,0.0007445722,0.011291531,0.0014010798,0.0015303075,0.015217132,0.00020322224,0.010891525],"study_design_scores_gemma":[0.000017122942,0.00015320849,0.9598559,0.000018611023,0.00006402597,0.0007283117,0.022326065,0.001803464,0.00019282995,0.013647584,0.0011729696,0.000020017696],"about_ca_topic_score_codex":0.004667902,"about_ca_topic_score_gemma":0.011138367,"teacher_disagreement_score":0.004667902,"about_ca_system_score_codex":0.0004179918,"about_ca_system_score_gemma":0.00020632507,"threshold_uncertainty_score":0.014792383},"labels":[],"label_agreement":null},{"id":"W1913183552","doi":"10.1111/jiec.12120","title":"Is There Cash in That Trash?","year":2014,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Industrial symbiosis; Diversity (politics); Industrial ecology; Work (physics); Cash; Resource (disambiguation); Value (mathematics); Business; Economics; Set (abstract data type); Sociology; Ecology; Statistics; Computer science; Macroeconomics; Sustainability; Biology; Engineering","score_opus":0.03845637061453879,"score_gpt":0.24187632933644598,"score_spread":0.20341995872190718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1913183552","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03449244,0.0077866353,0.0018135253,0.70239204,0.010279486,0.00003814398,0.00032883688,0.00009481146,0.24277407],"genre_scores_gemma":[0.6963194,0.009881801,0.0019510208,0.16914839,0.005234429,0.00006679069,0.00026537006,0.00015848523,0.11697424],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983494,0.00043837054,0.000046846693,0.00015032216,0.00045124718,0.0005637513],"domain_scores_gemma":[0.9924379,0.002283162,0.0006144247,0.00046552139,0.002353405,0.0018456945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038103452,0.00032192847,0.0005004904,0.0013084848,0.0060711624,0.009636072,0.0011372676,0.003753402,0.06476474],"category_scores_gemma":[0.023659272,0.0002245799,0.00034171192,0.0013292549,0.0111673465,0.0128307175,0.002794301,0.0051470967,0.004409686],"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":[0.00041842498,0.0001493556,0.01236752,0.0003392719,0.00006918417,0.0007025058,0.004810839,0.00019977984,0.00046933204,0.52774996,0.31537342,0.13735047],"study_design_scores_gemma":[0.000047284906,0.000063655854,0.0069556325,0.0014954022,0.00005499759,0.00040239797,0.03941589,0.000194682,0.00028415295,0.318073,0.63293153,0.00008128705],"about_ca_topic_score_codex":0.016133644,"about_ca_topic_score_gemma":0.025855515,"teacher_disagreement_score":0.06476474,"about_ca_system_score_codex":0.0037881848,"about_ca_system_score_gemma":0.009071787,"threshold_uncertainty_score":0.2166596},"labels":[],"label_agreement":null},{"id":"W1913854663","doi":"10.1111/jiec.12038","title":"Urban Metabolism and the Energy Stored in Cities","year":2013,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Urban metabolism; Residence; Stock (firearms); Energy supply; Sustainability; Business; Material flow analysis; Vulnerability (computing); Energy (signal processing); Environmental economics; Natural resource economics; Economics; Urban planning; Urban density; Geography; Civil engineering; Computer science; Engineering; Ecology; Biology","score_opus":0.012675190194944425,"score_gpt":0.19432003878882342,"score_spread":0.181644848593879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1913854663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905454,0.0006629477,0.0008800649,0.0004037959,0.0000075018224,0.0000039718393,0.00026837058,0.000006242981,0.0072216396],"genre_scores_gemma":[0.99932826,0.00014868716,0.000059955135,0.0000067011424,0.000002872179,0.0000010709381,0.000038290134,0.0000021720493,0.0004119214],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999088,0.000034532688,0.0000066832217,0.000011611179,0.000011962392,0.000026453861],"domain_scores_gemma":[0.9994754,0.00020043555,0.00013804996,0.000042819058,0.0000624748,0.00008083567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021347965,0.00018031542,0.00016939767,0.0008329743,0.00036119882,0.0025178804,0.00026690733,0.00032889892,0.0050111543],"category_scores_gemma":[0.0012229483,0.00019867424,0.00022616942,0.001786961,0.00080485945,0.0012910898,0.0007622721,0.00025052237,0.00021903797],"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":[0.0008117599,0.00023598972,0.7330254,0.00016969535,0.00044781654,0.0010027555,0.0022919932,0.072586894,0.0038208817,0.15018031,0.0014802865,0.03394631],"study_design_scores_gemma":[0.000038179885,0.00012261476,0.8292054,0.00011832774,0.00020342662,0.0004624254,0.011562129,0.035664007,0.001855731,0.112075485,0.0086403275,0.00005189415],"about_ca_topic_score_codex":0.009561034,"about_ca_topic_score_gemma":0.02383855,"teacher_disagreement_score":0.009561034,"about_ca_system_score_codex":0.0014285,"about_ca_system_score_gemma":0.00045235487,"threshold_uncertainty_score":0.019010782},"labels":[],"label_agreement":null},{"id":"W1965601747","doi":"10.1162/108819806775545349","title":"Sustainability Constraints as System Boundaries: An Approach to Making Life‐Cycle Management Strategic","year":2006,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":298,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Blekinge Tekniska Högskola; University of British Columbia; University of Tokyo","keywords":"Sustainability; Backcasting; Process management; Life-cycle assessment; Industrial ecology; Sustainability organizations; Management science; Business; Social sustainability; Sustainability science; Strategic management; Sustainable development; Product lifecycle; Environmental resource management; Risk analysis (engineering); New product development; Production (economics); Economics; Marketing; Ecology","score_opus":0.021306852207068273,"score_gpt":0.26489838664612975,"score_spread":0.24359153443906148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965601747","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03556069,0.0010690702,0.6052729,0.0351721,0.0004853553,0.00028775568,0.00009856812,0.00020395662,0.32184964],"genre_scores_gemma":[0.89321786,0.00046706467,0.09792391,0.0012938717,0.000116489224,0.00036256536,0.000036520516,0.00012163422,0.0064601786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9937687,0.0037712436,0.00018922656,0.00057920505,0.0009830712,0.0007086636],"domain_scores_gemma":[0.99211794,0.004194332,0.0008077318,0.0009197549,0.0008843745,0.0010758347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008484184,0.0009596028,0.00089955184,0.0027108134,0.005711402,0.0140123805,0.0033276947,0.006412358,0.010272446],"category_scores_gemma":[0.016834501,0.00096145144,0.0011336047,0.0026626037,0.024176259,0.017309971,0.008139151,0.006322106,0.0005461013],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000079602805,0.000015964677,0.00021463785,0.000027147275,0.000010302921,0.00004429949,0.0012405145,0.006079362,0.00008848351,0.9843657,0.0010007299,0.0069048647],"study_design_scores_gemma":[0.000008948727,0.000007712784,0.000094027986,0.000047906782,0.000011802758,0.000017457243,0.0016199177,0.008106091,0.0001419997,0.97380406,0.016127821,0.000012334505],"about_ca_topic_score_codex":0.008127299,"about_ca_topic_score_gemma":0.013579353,"teacher_disagreement_score":0.0140123805,"about_ca_system_score_codex":0.008494395,"about_ca_system_score_gemma":0.014056402,"threshold_uncertainty_score":0.06163144},"labels":[],"label_agreement":null},{"id":"W1969178478","doi":"10.1111/j.1530-9290.2012.00479.x","title":"Response to Weinzettel","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Library science; Citation; Associate editor; History; Computer science; Archaeology","score_opus":0.030461659186988847,"score_gpt":0.2531792625135684,"score_spread":0.22271760332657958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969178478","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005031854,0.0013650141,0.00010341692,0.94224,0.053683985,0.0000137496845,0.000031777327,0.000042044234,0.0020168948],"genre_scores_gemma":[0.0040708045,0.0006509254,0.00011848157,0.9582121,0.020347668,0.000035244393,0.000019933128,0.00004725135,0.016497612],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944917,0.0011093245,0.00043501362,0.00118682,0.0016035722,0.0011736333],"domain_scores_gemma":[0.98646975,0.005827819,0.0008957721,0.000645982,0.0034537213,0.0027070206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005307783,0.0015485361,0.0013730216,0.0008013044,0.006437611,0.0071109678,0.003141272,0.06531062,0.018563228],"category_scores_gemma":[0.04075774,0.00092543376,0.0014609298,0.0007326604,0.005191259,0.0039107907,0.005544338,0.052999746,0.009949017],"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":[0.000055063214,0.000020764663,0.00018998087,0.000059550024,0.000012324451,0.0006613534,0.0004077967,0.000060832408,0.00030807251,0.0020129392,0.9919409,0.0042703487],"study_design_scores_gemma":[0.00004064406,0.000041820178,0.00056291034,0.00016929858,0.000012881195,0.00046801128,0.0010417021,0.00012722562,0.00023259026,0.001994646,0.99526656,0.000041703366],"about_ca_topic_score_codex":0.0046462147,"about_ca_topic_score_gemma":0.0073400885,"teacher_disagreement_score":0.06531062,"about_ca_system_score_codex":0.0058145216,"about_ca_system_score_gemma":0.0060384395,"threshold_uncertainty_score":0.06210023},"labels":[],"label_agreement":null},{"id":"W1987054884","doi":"10.1111/j.1530-9290.2011.00437.x","title":"The Evolution of Facilitated Industrial Symbiosis","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":199,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Industrial symbiosis; Facilitator; Symbiosis; Industrial ecology; Work (physics); Computer science; Ecology; Biology; Sustainability; Engineering; Political science; Paleontology","score_opus":0.029730266279189548,"score_gpt":0.22899377530582396,"score_spread":0.19926350902663442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987054884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811628,0.0003564954,0.0025722303,0.0007882119,0.000019173998,0.000008994501,0.00001719056,0.000033854692,0.015041101],"genre_scores_gemma":[0.9984182,0.0000925348,0.00067843037,0.000045140936,0.0000044581316,0.000005182123,0.000009790503,0.000004660836,0.00074175047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990067,0.0005121168,0.000023045859,0.00015306816,0.00014457003,0.0001604534],"domain_scores_gemma":[0.9974777,0.00092040247,0.0003888143,0.00051014207,0.000291782,0.00041111567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018362313,0.00021569179,0.00022093304,0.00070249836,0.0014795187,0.0019056269,0.0008606095,0.0013053493,0.0039130277],"category_scores_gemma":[0.0056501273,0.0002584491,0.0002239709,0.0003839012,0.002066884,0.0014291111,0.0027505097,0.0011839089,0.00040514852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001266636,0.00062344846,0.13846563,0.00039526017,0.00033839862,0.0041887495,0.015148772,0.014883981,0.25071457,0.34859562,0.0029488965,0.22243002],"study_design_scores_gemma":[0.00046235067,0.0024937298,0.39288926,0.00022437437,0.00033236813,0.011011959,0.017677788,0.045702606,0.042928036,0.37727246,0.108589076,0.0004158819],"about_ca_topic_score_codex":0.0009787127,"about_ca_topic_score_gemma":0.0014795349,"teacher_disagreement_score":0.0039130277,"about_ca_system_score_codex":0.0013426181,"about_ca_system_score_gemma":0.0009330124,"threshold_uncertainty_score":0.0130903125},"labels":[],"label_agreement":null},{"id":"W1988847195","doi":"10.1111/j.1530-9290.2012.00489.x","title":"<i>The Economic Growth Engine: How Energy and Work Drive Material Prosperity</i> by Robert U. Ayres and Benjamin Warr","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Prosperity; Citation; Work (physics); Library science; Sociology; Political science; Computer science; Law; Engineering; Mechanical engineering","score_opus":0.013073372616301046,"score_gpt":0.1796215191147813,"score_spread":0.16654814649848027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988847195","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00086312403,0.26824993,0.003024361,0.643866,0.044997264,0.000017138682,0.000308789,0.00011762679,0.038555786],"genre_scores_gemma":[0.06399402,0.42171618,0.005722254,0.19051544,0.088528134,0.00012869583,0.00052775606,0.00046968655,0.22839789],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992514,0.00026887312,0.000031819574,0.00016501725,0.00022345768,0.000059440667],"domain_scores_gemma":[0.99813986,0.0009677785,0.00015970775,0.00007668652,0.00044627753,0.00020967936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014810854,0.0014782632,0.00074215664,0.0015141936,0.0018955023,0.005879419,0.0011028901,0.003248595,0.009654844],"category_scores_gemma":[0.0043389695,0.0004182503,0.0007988395,0.0023630664,0.004839185,0.0059781475,0.002104956,0.006715447,0.005932289],"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":[0.000014322224,0.000008271986,0.00030640463,0.000104501465,0.000017318096,0.000021001613,0.00016892668,0.00015958918,0.000068696216,0.027070036,0.95564646,0.01641443],"study_design_scores_gemma":[0.000008470482,0.000012415525,0.0013746746,0.0005236027,0.00002006274,0.00009231959,0.0005150391,0.00043446626,0.0002379007,0.06788366,0.9288631,0.00003431497],"about_ca_topic_score_codex":0.018563123,"about_ca_topic_score_gemma":0.026794009,"teacher_disagreement_score":0.018563123,"about_ca_system_score_codex":0.002422279,"about_ca_system_score_gemma":0.0022098834,"threshold_uncertainty_score":0.036910117},"labels":[],"label_agreement":null},{"id":"W1994327054","doi":"10.1111/j.1530-9290.2011.00445.x","title":"Gross Direct and Embodied Carbon Sinks for Urban Inventories","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto and Region Conservation Authority; University of Toronto","funders":"","keywords":"Carbon sink; Greenhouse gas; Environmental science; Carbon sequestration; Industrial ecology; Soil carbon; Biomass (ecology); Carbon accounting; Natural resource economics; Sink (geography); Climate change; Environmental protection; Sustainability; Soil water; Ecology; Carbon dioxide; Economics; Geography; Soil science","score_opus":0.02727245945153784,"score_gpt":0.2580832236223079,"score_spread":0.23081076417077007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994327054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94331765,0.00072830584,0.036950454,0.00034034974,0.00006730498,0.000040840212,0.011333193,0.00019215744,0.007029743],"genre_scores_gemma":[0.98867446,0.00034285095,0.0064397855,0.000020316296,0.0000112316175,0.000028025368,0.00251973,0.00008362984,0.0018799793],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982375,0.00004891967,0.000017592749,0.000036672525,0.00004807914,0.000025067298],"domain_scores_gemma":[0.99872655,0.0008120072,0.000088023546,0.0001448506,0.00018658914,0.000042075808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00137657,0.0005342051,0.00022428417,0.0011309454,0.00021587263,0.001085268,0.00038323752,0.00042085155,0.0020802182],"category_scores_gemma":[0.0042715836,0.00049733435,0.0006996418,0.0014450173,0.00048624031,0.0017855775,0.00043146964,0.00045236267,0.00031199414],"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":[0.0002787305,0.00006347374,0.1267301,0.0002079331,0.00028183323,0.0001421005,0.00019124047,0.7646443,0.0049475003,0.06409442,0.0014775036,0.036940884],"study_design_scores_gemma":[0.000059582668,0.00007300771,0.20727912,0.00016737293,0.00036027376,0.00025350988,0.00042643235,0.6710826,0.0153142465,0.09253541,0.0123177795,0.00013069011],"about_ca_topic_score_codex":0.01310395,"about_ca_topic_score_gemma":0.02497028,"teacher_disagreement_score":0.01310395,"about_ca_system_score_codex":0.0014551211,"about_ca_system_score_gemma":0.00096672936,"threshold_uncertainty_score":0.026055396},"labels":[],"label_agreement":null},{"id":"W2000332593","doi":"10.1111/j.1530-9290.2008.00071.x","title":"Assessment of the National Eco‐Industrial Park Standard for Promoting Industrial Symbiosis in China","year":2008,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":171,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Institute of Applied Ecology, Chinese Academy of Sciences","keywords":"Industrial symbiosis; Industrial ecology; China; Sustainable development; Industrial park; Business; Order (exchange); Environmental resource management; Environmental economics; Environmental planning; Circular economy; Environmental protection; Sustainability; Environmental science; Engineering; Political science; Economics; Ecology; Waste management","score_opus":0.045264680152287975,"score_gpt":0.2814868222036717,"score_spread":0.23622214205138375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000332593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763059,0.00028617933,0.0051890165,0.00036964318,0.000028029839,0.000378295,0.00072613073,0.00009856121,0.016618222],"genre_scores_gemma":[0.99413836,0.00005938535,0.0038065026,0.000057434165,0.000004375768,0.00012726431,0.0008203976,0.0000069170987,0.0009794245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946063,0.00096515747,0.0004955012,0.00034802477,0.0030655505,0.000519507],"domain_scores_gemma":[0.99203956,0.00087630155,0.0008620611,0.00072533934,0.0048736865,0.0006229219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00853691,0.00040895533,0.00037584416,0.0031486542,0.0013822932,0.0016255343,0.0016169671,0.00072990044,0.0009756339],"category_scores_gemma":[0.0059050955,0.00024227535,0.0004295236,0.0016396061,0.0009016383,0.0009428324,0.0016396209,0.00030595827,0.000120616976],"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":[0.0009858346,0.0010309962,0.74760455,0.0005674318,0.00025542002,0.00065411534,0.0021941098,0.042634152,0.029512715,0.02975939,0.008356459,0.13644482],"study_design_scores_gemma":[0.00013591153,0.0010494705,0.9382347,0.00009031522,0.00020659326,0.00018435359,0.0034149566,0.03257121,0.008384073,0.004139108,0.011515399,0.00007389811],"about_ca_topic_score_codex":0.07149996,"about_ca_topic_score_gemma":0.11966144,"teacher_disagreement_score":0.07149996,"about_ca_system_score_codex":0.009207999,"about_ca_system_score_gemma":0.017154763,"threshold_uncertainty_score":0.14216751},"labels":[],"label_agreement":null},{"id":"W2008758136","doi":"10.1162/jiec.2006.10.4.5","title":"Extended Producer Responsibility in the EU: A Visible March of Folly","year":2006,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Place Centre","funders":"","keywords":"Boss; Citation; Library science; Sociology; Law; Media studies; Management; Political science; Computer science; Engineering; Economics; Mechanical engineering","score_opus":0.023067612600165346,"score_gpt":0.25825981761849587,"score_spread":0.23519220501833052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008758136","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072763674,0.00993803,0.0069106463,0.5913609,0.0067296615,0.000020466723,0.00007024646,0.00008283294,0.31212348],"genre_scores_gemma":[0.85828334,0.0017735542,0.0014334559,0.07724023,0.0023965002,0.00002217137,0.000026902248,0.0001290098,0.058694836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9924114,0.0033936577,0.00020922847,0.00094463147,0.0014931217,0.0015479403],"domain_scores_gemma":[0.9912047,0.0046169735,0.0004901545,0.0011266959,0.0011319388,0.001429482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013350255,0.00038300906,0.0006125009,0.0005825823,0.006297271,0.016332993,0.001080886,0.012578083,0.0070985453],"category_scores_gemma":[0.019810515,0.00025020298,0.0005816793,0.0008458581,0.013381387,0.012616796,0.0074455915,0.012795384,0.00046271557],"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":[0.0000671234,0.00002841696,0.00043800566,0.00003377257,0.000012650758,0.00024035752,0.006597222,0.00019392892,0.00022446387,0.94812787,0.03272493,0.0113111595],"study_design_scores_gemma":[0.000031630865,0.000047124995,0.0022275138,0.00024560918,0.000012269583,0.00017993624,0.010076609,0.00043443174,0.00040497122,0.33317617,0.65311635,0.00004742381],"about_ca_topic_score_codex":0.0048733475,"about_ca_topic_score_gemma":0.0055686682,"teacher_disagreement_score":0.016332993,"about_ca_system_score_codex":0.0042237407,"about_ca_system_score_gemma":0.005340758,"threshold_uncertainty_score":0.07060373},"labels":[],"label_agreement":null},{"id":"W2034169615","doi":"10.1111/j.1530-9290.2011.00431.x","title":"Sources of Variation in Life Cycle Assessments of Desktop Computers","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Green IT and Sustainability","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Life-cycle assessment; Energy consumption; Computer science; Industrial ecology; Environmental economics; Work (physics); Consumption (sociology); Environmental science; Product (mathematics); Climate change; Production (economics); Engineering; Economics; Sustainability; Mathematics","score_opus":0.02581260106013052,"score_gpt":0.26587062289358876,"score_spread":0.24005802183345823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034169615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953726,0.00016810588,0.0018493455,0.00006938026,0.000003895665,0.000014410245,0.0006177606,0.000033018176,0.0018714698],"genre_scores_gemma":[0.9991585,0.000021709255,0.00032570394,0.0000062429526,0.0000020931104,0.0000046333466,0.00031257948,0.000012796386,0.00015563669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963677,0.0016716477,0.00023198716,0.0005407138,0.0010010588,0.000186964],"domain_scores_gemma":[0.94631696,0.039030258,0.0046016946,0.0034624918,0.0062746312,0.00031392698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038416402,0.00014181253,0.000176606,0.0025186099,0.00027905207,0.0010548638,0.00046467056,0.0003912314,0.00080780446],"category_scores_gemma":[0.043401305,0.00016434302,0.00032040334,0.0032569773,0.00026836334,0.0007017667,0.00062232744,0.00033245783,0.00014914393],"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":[0.0004491733,0.00009290792,0.9246147,0.00007123477,0.000297505,0.00013720886,0.0022094732,0.011978566,0.004426865,0.0017645519,0.0007699469,0.05318787],"study_design_scores_gemma":[0.0000042278907,0.00004194695,0.984807,0.000023259014,0.000050934646,0.000073644194,0.0005728703,0.010644351,0.0016548254,0.0011336479,0.0009745406,0.000018675513],"about_ca_topic_score_codex":0.014003475,"about_ca_topic_score_gemma":0.018744275,"teacher_disagreement_score":0.014003475,"about_ca_system_score_codex":0.001205643,"about_ca_system_score_gemma":0.00035154985,"threshold_uncertainty_score":0.027843952},"labels":[],"label_agreement":null},{"id":"W2038155353","doi":"10.1162/jie.2007.1220","title":"A Spatial Analysis of Residential Greenhouse Gas Emissions in the Toronto Census Metropolitan Area","year":2007,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":205,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Metropolitan area; Greenhouse gas; Census; Environmental science; Geography; Environmental engineering; Environmental protection; Population","score_opus":0.025905324952478482,"score_gpt":0.29207220702877534,"score_spread":0.26616688207629685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038155353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960206,0.00019704756,0.00013060529,0.000070309936,0.0000024020337,0.000007737167,0.00260257,0.000006178639,0.0009626273],"genre_scores_gemma":[0.99836344,0.00012519222,0.00014075486,0.000005541696,0.0000023967332,0.000005228131,0.0009823992,0.0000021912133,0.0003729202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99977964,0.000048984406,0.000017235698,0.000046247387,0.00005787979,0.000049886366],"domain_scores_gemma":[0.99927384,0.00013542805,0.00018544428,0.000037575464,0.00029414013,0.000073614676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022536692,0.00017941982,0.0001763625,0.0020349312,0.0007197257,0.0007169231,0.00036845877,0.00019387217,0.0016861936],"category_scores_gemma":[0.0012485845,0.00016435461,0.00038714695,0.0061271903,0.0003526475,0.00030148603,0.0006207272,0.00013857098,0.00014439692],"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":[0.00008148302,0.000021761996,0.98699945,0.000051820836,0.0001108464,0.00018659532,0.001339618,0.0038169555,0.0007064214,0.0005514645,0.0012422,0.004891178],"study_design_scores_gemma":[0.0000011389301,0.0000063542416,0.99560636,0.0000069948005,0.00001696945,0.000028016877,0.0017459025,0.0019514852,0.000054063203,0.00002725397,0.0005516958,0.000003892528],"about_ca_topic_score_codex":0.91788584,"about_ca_topic_score_gemma":0.96173537,"teacher_disagreement_score":0.08211416,"about_ca_system_score_codex":0.005612641,"about_ca_system_score_gemma":0.002668633,"threshold_uncertainty_score":0.16519547},"labels":[],"label_agreement":null},{"id":"W2042741296","doi":"10.1162/10881980160084024","title":"Cities and Industrial Symbiosis: Some Historical Perspectives and Policy Implications","year":2001,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":137,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Economic Development for Quebec Regions","funders":"","keywords":"Industrial symbiosis; Scope (computer science); Industrial ecology; Incentive; Industrial policy; Product (mathematics); Situated; Business; Plan (archaeology); Economic geography; Economy; Economic system; Economics; Sustainability; Market economy; International trade; Geography; Engineering","score_opus":0.035572461210388796,"score_gpt":0.2532803149517633,"score_spread":0.2177078537413745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042741296","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21746355,0.21123166,0.0037147899,0.3714128,0.0011953211,0.000024797242,0.00052002585,0.000031332303,0.1944057],"genre_scores_gemma":[0.91267854,0.074235514,0.00052143785,0.005724941,0.0012197128,0.00001807035,0.00006686773,0.000014439869,0.005520496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99947256,0.00021410693,0.00001804973,0.00007305938,0.00006319213,0.0001591692],"domain_scores_gemma":[0.9970047,0.0018410571,0.0005128797,0.000091339454,0.0002890593,0.00026107184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015873588,0.00030789687,0.0003022608,0.0025889247,0.0038995726,0.008531185,0.0006292972,0.0038367894,0.010829895],"category_scores_gemma":[0.0029973383,0.0003043741,0.00024373962,0.0070965323,0.01169635,0.007872705,0.0032065227,0.0032813903,0.00025974377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000731016,0.000043266013,0.008732652,0.00017602042,0.000018408706,0.00032031606,0.004715277,0.0006516061,0.00010615344,0.95490617,0.0066145794,0.023642514],"study_design_scores_gemma":[0.000054875636,0.000121887504,0.045332253,0.0010881269,0.00006137439,0.00091181055,0.04826582,0.0019168867,0.00045871327,0.48490164,0.416787,0.000099600526],"about_ca_topic_score_codex":0.01909183,"about_ca_topic_score_gemma":0.03996743,"teacher_disagreement_score":0.01909183,"about_ca_system_score_codex":0.006310838,"about_ca_system_score_gemma":0.002040067,"threshold_uncertainty_score":0.045788527},"labels":[],"label_agreement":null},{"id":"W2051636458","doi":"10.1111/j.1530-9290.2009.00198.x","title":"<i>Buyology: Truth and Lies About Why We Buy</i> by Martin Lindstrom","year":2010,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Native Health Society","funders":"","keywords":"Citation; Library science; Sociology; Computer science","score_opus":0.010123993133559194,"score_gpt":0.20685344469593,"score_spread":0.19672945156237082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051636458","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008992631,0.051865835,0.00049974595,0.9063172,0.017923886,0.0000031396285,0.000032458178,0.0000259655,0.022432622],"genre_scores_gemma":[0.14699268,0.08352121,0.0017579814,0.51928264,0.05855349,0.000062319785,0.00010850453,0.0006439809,0.18907714],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701,0.0014708098,0.00010578716,0.0003960077,0.0007551358,0.0002621418],"domain_scores_gemma":[0.9909395,0.0066116415,0.00049510837,0.00020714926,0.0009515045,0.0007950762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036456664,0.00063683634,0.00078742125,0.00085301365,0.0037509385,0.0079186605,0.0007928669,0.0049826526,0.009712951],"category_scores_gemma":[0.01646908,0.00038063075,0.0002811205,0.0009325147,0.009483419,0.012577502,0.0025068626,0.015896944,0.0038556675],"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":[0.0000362462,0.000013104339,0.00019876352,0.00008938927,0.000009749153,0.00006174712,0.0022090294,0.00005469126,0.00006420123,0.11492494,0.8708823,0.011455873],"study_design_scores_gemma":[0.000011201614,0.000010351266,0.00027068536,0.00051780057,0.00000634673,0.00014046226,0.0027110262,0.00015237558,0.00010861621,0.06278069,0.9332584,0.000032082833],"about_ca_topic_score_codex":0.005351879,"about_ca_topic_score_gemma":0.0074770553,"teacher_disagreement_score":0.009712951,"about_ca_system_score_codex":0.003504904,"about_ca_system_score_gemma":0.0021048386,"threshold_uncertainty_score":0.032493114},"labels":[],"label_agreement":null},{"id":"W2055815627","doi":"10.1111/j.1530-9290.2008.00041.x","title":"Identifying and Predicting Biological Risks Associated With Manufactured Nanoparticles in Aquatic Ecosystems","year":2008,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Aquatic ecosystem; Microplastics; Environmental science; Biochemical engineering; Ecotoxicity; Environmental chemistry; Ecosystem; Pollutant; Aquatic toxicology; Bioavailability; Risk analysis (engineering); Chemistry; Ecology; Business; Toxicity; Biology; Engineering","score_opus":0.13588278820858757,"score_gpt":0.2924414880807535,"score_spread":0.15655869987216592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055815627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956559,0.00008451398,0.0035611216,0.000027971762,0.0000031896395,0.000017396524,0.00008689681,0.000012936892,0.0005501846],"genre_scores_gemma":[0.99613756,0.00017484823,0.0030503597,0.00001542535,0.0000022501006,0.000020864825,0.00011195964,0.000003258452,0.00048356282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996232,0.00010533342,0.000023943681,0.00007865182,0.00012295619,0.000045905297],"domain_scores_gemma":[0.9991418,0.0005248851,0.00018203244,0.000027135653,0.00009515727,0.000029042341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056374684,0.0004667121,0.00038158917,0.00089174,0.00031053205,0.0006565505,0.0002832626,0.0011991075,0.00044851692],"category_scores_gemma":[0.0013826644,0.00026606812,0.0005559426,0.0003040246,0.00026912586,0.00039977732,0.00042161328,0.0003510756,0.00015614128],"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":[0.0010623822,0.00037705962,0.44752333,0.00031177912,0.0003091576,0.0006211802,0.00015488875,0.18995409,0.30706197,0.0008608481,0.00025190055,0.051511407],"study_design_scores_gemma":[0.000045138808,0.0025026775,0.25400013,0.00003801536,0.0003322959,0.0006638133,0.0007478605,0.46322867,0.27257845,0.0043528294,0.0014472236,0.000062993735],"about_ca_topic_score_codex":0.003475442,"about_ca_topic_score_gemma":0.004052103,"teacher_disagreement_score":0.003475442,"about_ca_system_score_codex":0.00063955126,"about_ca_system_score_gemma":0.00042731382,"threshold_uncertainty_score":0.0069103837},"labels":[],"label_agreement":null},{"id":"W2057696146","doi":"10.1162/108819801753358472","title":"Think Global; Shop Local; Roll Your Own","year":2001,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Place Centre","funders":"","keywords":"Citation; Library science; Media studies; Sociology; Political science; Law; Computer science","score_opus":0.03285968821382456,"score_gpt":0.25547901680270246,"score_spread":0.2226193285888779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057696146","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005150994,0.001500762,0.009878214,0.12581572,0.008524337,0.0000840881,0.00030701503,0.003297653,0.8454412],"genre_scores_gemma":[0.039306555,0.0014307535,0.009709821,0.03129743,0.002231465,0.000100226345,0.00027487444,0.0027875283,0.9128613],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930596,0.00018566633,0.000017579649,0.000069598784,0.00029615965,0.00012504504],"domain_scores_gemma":[0.99323857,0.0008330762,0.00021741149,0.0006616997,0.001331485,0.0037178341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016548116,0.0006927971,0.0003747031,0.0012164611,0.005949312,0.007792055,0.00069749483,0.00253353,0.19664524],"category_scores_gemma":[0.0063541676,0.00047499532,0.00038147022,0.0011309577,0.0031768207,0.010258784,0.0038534722,0.004768356,0.13786776],"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":[0.000015354837,0.00009546978,0.0007623912,0.000041057632,0.0000047962317,0.00004143952,0.0012188717,0.000034682707,0.00027413043,0.0066646426,0.90804917,0.08279795],"study_design_scores_gemma":[0.000012354472,0.000024318248,0.000915838,0.000053372925,0.000008983142,0.00008764406,0.0041635153,0.0000961677,0.00020412456,0.010370202,0.9840434,0.000020125844],"about_ca_topic_score_codex":0.0041615777,"about_ca_topic_score_gemma":0.017634002,"teacher_disagreement_score":0.19664524,"about_ca_system_score_codex":0.0010566243,"about_ca_system_score_gemma":0.002312623,"threshold_uncertainty_score":0.6578439},"labels":[],"label_agreement":null},{"id":"W2059787861","doi":"10.1111/j.1530-9290.2010.00232.x","title":"The United Kingdom's Fossil Resource Consumption Between 1968 and 2000","year":2010,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Place Centre","funders":"","keywords":"Fossil fuel; Resource (disambiguation); Consumption (sociology); Natural resource economics; Coal; Environmental science; Economics; Ecology; Geography; Biology; Archaeology","score_opus":0.06382581451474595,"score_gpt":0.3166755364726853,"score_spread":0.25284972195793937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059787861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9355925,0.010499192,0.00015815525,0.0026195792,0.0002150938,0.000012909061,0.035194483,0.000026805372,0.01568134],"genre_scores_gemma":[0.9657476,0.0038763399,0.00017966163,0.0003223268,0.00003500368,0.000014284797,0.012711967,0.000016567037,0.01709629],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954945,0.00004010235,0.000083190505,0.00007433221,0.00013790227,0.000115011],"domain_scores_gemma":[0.9988457,0.0001333031,0.00050014723,0.000044300763,0.00037532856,0.00010127924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002934517,0.0002975352,0.00028914819,0.0012670911,0.00059715204,0.0016258297,0.0003508586,0.00079491286,0.0041154777],"category_scores_gemma":[0.0021212113,0.00027819537,0.00036821753,0.0034674993,0.0003240266,0.0009395061,0.0013551151,0.0004735229,0.00074376806],"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":[0.0009904329,0.00004822859,0.85554,0.0015915702,0.00043808436,0.00246836,0.007890966,0.0025270348,0.0014730095,0.0036743588,0.046440654,0.07691723],"study_design_scores_gemma":[0.00000571991,0.00002173265,0.95279324,0.00019869507,0.00003664548,0.00021001077,0.002411722,0.00018991156,0.00024150153,0.00004226675,0.043829788,0.000018908324],"about_ca_topic_score_codex":0.5923713,"about_ca_topic_score_gemma":0.80247897,"teacher_disagreement_score":0.5923713,"about_ca_system_score_codex":0.0064946474,"about_ca_system_score_gemma":0.0023803385,"threshold_uncertainty_score":0.82005864},"labels":[],"label_agreement":null},{"id":"W2061506698","doi":"10.1111/j.1530-9290.2012.00549.x","title":"Minerals, Metals and Sustainability: Meeting Future Material Needs, by William J.Rankin. Boca Raton, FL, USA: CRC Press, 2011, 440 pp., ISBN 9780415684590, paperback, $99.95.","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Citation; Library science; Sustainability; Sociology; Political science; Computer science","score_opus":0.011847718509475828,"score_gpt":0.234378860211686,"score_spread":0.22253114170221017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061506698","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018231376,0.98147213,0.00052003015,0.009011257,0.0036766662,0.0000063848142,0.00012858018,0.000055541183,0.0049469667],"genre_scores_gemma":[0.0030109687,0.9245631,0.0014912251,0.0028391348,0.0028260709,0.000022559629,0.00020572939,0.00008520373,0.06495596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995671,0.000067084075,0.00004790251,0.00009080162,0.00019394359,0.00003311601],"domain_scores_gemma":[0.9995672,0.00018048867,0.0000617237,0.000021572298,0.00009975739,0.00006924881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012283706,0.0030059128,0.0012483133,0.0025729868,0.0007442006,0.0024086093,0.001282148,0.0017780176,0.021330232],"category_scores_gemma":[0.0016938274,0.0011377356,0.0005382331,0.0032264583,0.002101547,0.0065481435,0.0017480729,0.0030604913,0.011837515],"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":[0.00008404414,0.00004011195,0.00023943685,0.0018009841,0.0000328838,0.00007498789,0.00020728527,0.0002988119,0.000979216,0.003996738,0.8154047,0.17684081],"study_design_scores_gemma":[0.0000071268632,0.000030220137,0.0007159712,0.0009843206,0.0000149559155,0.0004823328,0.0002413919,0.00020954058,0.00045246482,0.0047594234,0.9920831,0.000019109542],"about_ca_topic_score_codex":0.012966035,"about_ca_topic_score_gemma":0.03242899,"teacher_disagreement_score":0.021330232,"about_ca_system_score_codex":0.0016455029,"about_ca_system_score_gemma":0.0018532085,"threshold_uncertainty_score":0.07135677},"labels":[],"label_agreement":null},{"id":"W2066024583","doi":"10.1162/108819802320971588","title":"Barriers to Industrial Ecology: The Strange Case of “The Tombesi Bypass”","year":2002,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Place Centre","funders":"","keywords":"Citation; Industrial ecology; Library science; Law; Art history; Sociology; Political science; History; Ecology; Computer science; Sustainability; Biology","score_opus":0.037806019111348885,"score_gpt":0.23092407537991982,"score_spread":0.19311805626857093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066024583","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27416313,0.0022749067,0.013512895,0.1753019,0.0010785571,0.00005981783,0.000116565716,0.00017001784,0.5333223],"genre_scores_gemma":[0.9697787,0.0005307999,0.0018382114,0.008582705,0.0002092246,0.000051893654,0.000026442527,0.00010532409,0.018876724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990177,0.00025404975,0.00001998214,0.00014381517,0.00015671506,0.00040770153],"domain_scores_gemma":[0.9988172,0.00043107066,0.00011722588,0.00017754307,0.00012534903,0.0003315164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015159732,0.00029346038,0.0005041742,0.0008296982,0.009359015,0.00559085,0.0008436321,0.0062511032,0.010050571],"category_scores_gemma":[0.0058161365,0.0003475631,0.00038466704,0.0011083252,0.016099762,0.0056407796,0.0049135615,0.0072361026,0.00091770425],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005858159,0.000013374165,0.00064729823,0.000020124426,0.0000074543864,0.0012029033,0.004649826,0.00022654062,0.00029099933,0.97638196,0.011783233,0.0047176573],"study_design_scores_gemma":[0.000066284665,0.000041599837,0.0016509554,0.0001235183,0.000019686557,0.0019386892,0.016782181,0.00091638207,0.00039338658,0.6350822,0.34293437,0.000050820618],"about_ca_topic_score_codex":0.010502864,"about_ca_topic_score_gemma":0.016304046,"teacher_disagreement_score":0.010502864,"about_ca_system_score_codex":0.00275663,"about_ca_system_score_gemma":0.0025496897,"threshold_uncertainty_score":0.033622503},"labels":[],"label_agreement":null},{"id":"W2078112795","doi":"10.1162/108819803766729177","title":"Beyond the Food Web Connections to a Deeper Industrial Ecology","year":2003,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia","keywords":"Industrial ecology; Ecology; Systems ecology; Sophistication; Analogy; Field (mathematics); Metaphor; Ecological systems theory; Computer science; Complex system; Applied ecology; Sociology; Sustainability; Biology; Artificial intelligence; Epistemology; Mathematics; Plant ecology; Social science","score_opus":0.03397078397378308,"score_gpt":0.24069469168310728,"score_spread":0.2067239077093242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078112795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49261108,0.009387133,0.08236426,0.04459017,0.0004039059,0.000030558043,0.00029582292,0.00021611465,0.37010103],"genre_scores_gemma":[0.9768461,0.0025437921,0.0059330943,0.0009768008,0.0001934806,0.000012745181,0.000054591826,0.000033701308,0.013405603],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99984586,0.000046348738,0.0000041983417,0.00003322608,0.000039814186,0.00003056814],"domain_scores_gemma":[0.9991062,0.00041514603,0.00008080651,0.00012596707,0.00011936541,0.00015254974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003737844,0.00026504323,0.0003429938,0.0007413353,0.0009482956,0.004110892,0.00049433997,0.0014591821,0.014213618],"category_scores_gemma":[0.0019581441,0.00022104809,0.00027852523,0.0008649902,0.0037626012,0.008773297,0.0020531132,0.0017452468,0.00071164424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043616306,0.000079597616,0.0069833696,0.00013283391,0.0000393728,0.0003013586,0.0011284413,0.0024279584,0.0022882896,0.943068,0.0022720362,0.04123504],"study_design_scores_gemma":[0.0000039817933,0.000015024536,0.006364505,0.00004736401,0.000011477273,0.00012972919,0.0006053759,0.0021528297,0.0002019355,0.97238153,0.018078241,0.000007972511],"about_ca_topic_score_codex":0.0017165901,"about_ca_topic_score_gemma":0.0038911374,"teacher_disagreement_score":0.014213618,"about_ca_system_score_codex":0.0006976896,"about_ca_system_score_gemma":0.0006455259,"threshold_uncertainty_score":0.047549307},"labels":[],"label_agreement":null},{"id":"W2084725398","doi":"10.1111/j.1530-9290.2011.00337.x","title":"An Ecological Economic Critique of the Use of Market Information in Life Cycle Assessment Research","year":2011,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":122,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Life-cycle assessment; Sustainability; Industrial ecology; Compromise; Work (physics); Environmental economics; Scale (ratio); Value (mathematics); Economics; Environmental resource management; Business; Production (economics); Ecology; Computer science; Sociology; Microeconomics; Engineering","score_opus":0.11568871897590106,"score_gpt":0.3508061249986008,"score_spread":0.23511740602269976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084725398","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02791932,0.02312127,0.0992484,0.525903,0.0018364578,0.0001212912,0.0009483398,0.00017571404,0.3207262],"genre_scores_gemma":[0.9200823,0.009072016,0.016873162,0.035505947,0.0062612407,0.00024865064,0.00011657112,0.00018251866,0.01165773],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97925764,0.010884069,0.00082223763,0.0014299165,0.006996135,0.00060987106],"domain_scores_gemma":[0.7984177,0.18155578,0.0043542217,0.0069683394,0.0077930293,0.0009109132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0285716,0.00075322075,0.001914509,0.0045556813,0.0025096878,0.00913938,0.0029854353,0.0105332155,0.008419631],"category_scores_gemma":[0.099017695,0.00086984923,0.0013861661,0.004517249,0.023686856,0.01657648,0.003718872,0.011033179,0.00073040836],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003739573,0.000042606538,0.000493864,0.000107850334,0.00003078701,0.000033246368,0.00015158826,0.0020506312,0.000044037064,0.9778105,0.007601075,0.011596447],"study_design_scores_gemma":[0.000036288708,0.000013718582,0.0005922309,0.00018569695,0.000023793973,0.000040919265,0.00013286054,0.004263011,0.00013222663,0.9710688,0.023491392,0.000019085346],"about_ca_topic_score_codex":0.007062515,"about_ca_topic_score_gemma":0.0063566878,"teacher_disagreement_score":0.0285716,"about_ca_system_score_codex":0.0063387114,"about_ca_system_score_gemma":0.0045791864,"threshold_uncertainty_score":0.1511029},"labels":[],"label_agreement":null},{"id":"W2088631128","doi":"10.1111/j.1530-9290.2011.00335.x","title":"Hour-by-Hour Analysis for Increased Accuracy of Greenhouse Gas Emissions for a Low-Energy Condominium Design","year":2011,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Greenhouse gas; Carbon footprint; Environmental science; Electricity; Work (physics); Environmental engineering; Engineering","score_opus":0.054310521676424243,"score_gpt":0.2712766791447809,"score_spread":0.21696615746835662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088631128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8475492,0.00007504987,0.14809869,0.000066865614,0.000054181975,0.000054768658,0.00047932327,0.00095254293,0.0026694417],"genre_scores_gemma":[0.9705448,0.000009454602,0.028293703,0.000016218608,0.000005687835,0.00002843771,0.00017180828,0.00007439437,0.0008555018],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907,0.00040355444,0.00005215534,0.00015197023,0.00025188358,0.00007039812],"domain_scores_gemma":[0.9961623,0.002045233,0.00023499428,0.00062250515,0.00088118116,0.000053822616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001554931,0.0004040181,0.0005634621,0.00039797174,0.0003258382,0.0004448856,0.00064707996,0.00040957937,0.0029620174],"category_scores_gemma":[0.0043785204,0.0002346212,0.00037265228,0.00034120152,0.00012135556,0.0003090886,0.00025397207,0.0004636806,0.0002793888],"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":[0.0060995817,0.0010994376,0.1262202,0.00030089388,0.00039497932,0.00019916154,0.00063148036,0.4022689,0.12632024,0.0017999843,0.0031523113,0.33151293],"study_design_scores_gemma":[0.00008513205,0.00074911845,0.040201545,0.000008724923,0.00009183968,0.000040741023,0.00009009856,0.9279246,0.029048465,0.0003081428,0.0014178469,0.000033760647],"about_ca_topic_score_codex":0.008158139,"about_ca_topic_score_gemma":0.0140184425,"teacher_disagreement_score":0.008158139,"about_ca_system_score_codex":0.00041124254,"about_ca_system_score_gemma":0.0004865899,"threshold_uncertainty_score":0.016221344},"labels":[],"label_agreement":null},{"id":"W2090181085","doi":"10.1111/j.1530-9290.2012.00459.x","title":"Estimating Material and Energy Flows in Life Cycle Inventory with Statistical Models","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Univariate; Kriging; Estimator; Computer science; Econometrics; Multivariate statistics; Variance (accounting); Data mining; Statistics; Mathematics; Economics","score_opus":0.02042559533345724,"score_gpt":0.2426171316301107,"score_spread":0.22219153629665345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090181085","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49521968,0.00036094067,0.50063366,0.00033406442,0.000037912356,0.00009702879,0.0011120762,0.0009115867,0.0012929876],"genre_scores_gemma":[0.9397179,0.00017280625,0.05816096,0.000039741837,0.000033915214,0.000100631594,0.00093771913,0.000067910725,0.0007683322],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995191,0.00021362005,0.000038354396,0.00009160719,0.00007847095,0.000058726415],"domain_scores_gemma":[0.9909751,0.0076235957,0.0004928944,0.00041722716,0.00030395345,0.0001872476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028229377,0.0008764785,0.0010873185,0.0018635578,0.00065926486,0.0014067434,0.0012834962,0.0011925044,0.0009745813],"category_scores_gemma":[0.010531322,0.0022684722,0.0014558655,0.0017996979,0.0007058699,0.0028373934,0.0007751033,0.0010249052,0.00022422262],"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":[0.000016567725,0.00001789677,0.0017511693,0.0000055722385,0.0000195374,0.0000059873305,0.0000037654709,0.9948566,0.000058144848,0.0004818957,0.000038580452,0.0027441937],"study_design_scores_gemma":[0.0000015739578,0.000003239432,0.00020030115,8.919387e-7,0.000003085259,0.000001396672,0.0000017312216,0.9989881,0.00004469267,0.00073598744,0.000016976452,0.0000020744249],"about_ca_topic_score_codex":0.044808224,"about_ca_topic_score_gemma":0.041991223,"teacher_disagreement_score":0.044808224,"about_ca_system_score_codex":0.0018023461,"about_ca_system_score_gemma":0.0022238123,"threshold_uncertainty_score":0.08909482},"labels":[],"label_agreement":null},{"id":"W2108933298","doi":"10.1111/jiec.12020","title":"Comparative Analysis of Extended Producer Responsibility Policy in the United States and Canada","year":2013,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Minnesota Pollution Control Agency","keywords":"Extended producer responsibility; Consistency (knowledge bases); Corporate governance; Public administration; Work (physics); Electron paramagnetic resonance; Policy analysis; Political science; Business; Economics; Finance; Environmental economics; Engineering","score_opus":0.032315887540107995,"score_gpt":0.2968296674377266,"score_spread":0.2645137798976186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108933298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95413184,0.0016576323,0.00023599181,0.0047667385,0.00003180337,0.0000685702,0.00094449177,0.000021502827,0.03814138],"genre_scores_gemma":[0.99266726,0.0005857423,0.00012024865,0.00037741443,0.000005815385,0.000013424682,0.00030178053,0.0000071769755,0.005921246],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941355,0.00081073714,0.00014112717,0.00028221385,0.0019008424,0.002729575],"domain_scores_gemma":[0.9836797,0.0036248409,0.00088333857,0.0003623249,0.00912414,0.0023256596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033195047,0.00023280378,0.0007968864,0.0022929104,0.005528953,0.006658705,0.0020494969,0.0014407542,0.0046842336],"category_scores_gemma":[0.01402913,0.00034498752,0.000673026,0.0053767464,0.0027675258,0.0012140394,0.0016669591,0.0017733664,0.00015036955],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0036567184,0.0011310918,0.5093029,0.00048345458,0.0011238727,0.0019842421,0.017686347,0.059233505,0.002289889,0.2718327,0.043266222,0.08800893],"study_design_scores_gemma":[0.00029813297,0.0002809563,0.8624121,0.00026468316,0.0005690773,0.00011714671,0.04752852,0.012888696,0.0013195154,0.0070778634,0.06704938,0.00019394037],"about_ca_topic_score_codex":0.9958956,"about_ca_topic_score_gemma":0.9983304,"teacher_disagreement_score":0.85213625,"about_ca_system_score_codex":0.14786375,"about_ca_system_score_gemma":0.15322962,"threshold_uncertainty_score":0.98835725},"labels":[],"label_agreement":null},{"id":"W2111327282","doi":"10.1111/j.1530-9290.2012.00550.x","title":"The Evolution of Great World Cities: Urban Wealth and Economic Growth, by ChristopherKennedy. Toronto, Ontario, Canada: University of Toronto Press, 2011, 224 pp., ISBN 9781442611528, paperback, $24.95.","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Media studies; Sociology; Political science; Economic history; History; Law","score_opus":0.01571909221787012,"score_gpt":0.21082709175235945,"score_spread":0.19510799953448932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111327282","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012675488,0.9585393,0.00030560108,0.02318751,0.0015528793,0.000008576002,0.00095555047,0.00004540544,0.014137604],"genre_scores_gemma":[0.030323429,0.92437845,0.0008459899,0.0022262353,0.0013784753,0.000019473888,0.0010288319,0.00007962205,0.039719425],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997197,0.000050866554,0.000021477375,0.000046786652,0.00010063072,0.000060626102],"domain_scores_gemma":[0.99939585,0.00014814264,0.00008080889,0.000032738542,0.00019376137,0.00014875749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007192204,0.0018803207,0.0006979593,0.0024394034,0.0017285346,0.0039439397,0.0009436462,0.0011965254,0.01171902],"category_scores_gemma":[0.0015313333,0.0011527775,0.00039609367,0.0103172995,0.0046525323,0.0044090627,0.0018627129,0.0017844264,0.0021689783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030432013,0.000012040978,0.002398337,0.0008527957,0.00003990462,0.000099788616,0.0029622968,0.00057224574,0.000087979875,0.019018367,0.8955871,0.078338645],"study_design_scores_gemma":[0.000008503712,0.00000928113,0.022641657,0.0013765424,0.00003110143,0.00016040937,0.003367671,0.0002019703,0.00008162228,0.011639598,0.9604488,0.00003291947],"about_ca_topic_score_codex":0.71702915,"about_ca_topic_score_gemma":0.8914985,"teacher_disagreement_score":0.71702915,"about_ca_system_score_codex":0.018003788,"about_ca_system_score_gemma":0.014499696,"threshold_uncertainty_score":0.5692746},"labels":[],"label_agreement":null},{"id":"W2115184009","doi":"10.1111/jiec.12215","title":"Postsecondary Education in Industrial Ecology Across the World","year":2014,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Cégep de Sorel-Tracy","funders":"","keywords":"Curriculum; Syllabus; Higher education; Medical education; Sociology; Pedagogy; Political science; Medicine","score_opus":0.012114058525058159,"score_gpt":0.24942834242403128,"score_spread":0.23731428389897313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115184009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9175539,0.0063435137,0.0005460542,0.033833466,0.00090344774,0.000048802627,0.00048707283,0.00005809987,0.040225565],"genre_scores_gemma":[0.96302575,0.0030579944,0.00048167215,0.0028471353,0.00024948962,0.000036747428,0.0005085466,0.000007815194,0.029784964],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99931216,0.00008622531,0.000024637146,0.0000559431,0.00011656952,0.0004043699],"domain_scores_gemma":[0.99579465,0.00030897665,0.0002888663,0.00008256969,0.0004345177,0.0030905695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010435162,0.00017134691,0.00020903052,0.0010308243,0.0014265466,0.0014793546,0.0006805119,0.0005936889,0.019788552],"category_scores_gemma":[0.0022745263,0.00008379299,0.000097335505,0.0016226742,0.00047522108,0.0011311544,0.0025022787,0.00092717784,0.0010113794],"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":[0.00012966325,0.0024431085,0.33058187,0.00047641888,0.000026581167,0.00043703627,0.004258965,0.00038289622,0.0016542734,0.01326777,0.051344544,0.5949969],"study_design_scores_gemma":[0.000020062827,0.00022046255,0.9210209,0.00028925523,0.000008196397,0.00021572862,0.0075959773,0.00029457884,0.00045392718,0.0021966444,0.06767659,0.0000075875873],"about_ca_topic_score_codex":0.028561188,"about_ca_topic_score_gemma":0.087230965,"teacher_disagreement_score":0.028561188,"about_ca_system_score_codex":0.0020928602,"about_ca_system_score_gemma":0.010964711,"threshold_uncertainty_score":0.06619936},"labels":[],"label_agreement":null},{"id":"W2117040442","doi":"10.1162/1088198054821573","title":"The Multilevel Cycle of Anthropogenic Zinc","year":2005,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":130,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"U.S. Geological Survey; National Science Foundation","keywords":"Industrial ecology; Scrap; Zinc; Environmental science; Stock (firearms); Life-cycle assessment; Waste management; Engineering; Metallurgy; Ecology; Production (economics); Economics; Materials science; Biology; Sustainability","score_opus":0.028963343756138134,"score_gpt":0.27434202084724424,"score_spread":0.2453786770911061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117040442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98150015,0.001048838,0.003750201,0.0019418732,0.00004134088,0.000018464381,0.0010514499,0.000047594862,0.010600159],"genre_scores_gemma":[0.9968443,0.000329451,0.0006752534,0.000037755985,0.000007740581,0.0000052345836,0.00014599376,0.000007881938,0.0019464926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99982977,0.000025297159,0.00000879941,0.0000518917,0.00004105954,0.000043215296],"domain_scores_gemma":[0.99940085,0.00008106123,0.00013358545,0.00007793382,0.000223171,0.00008344215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019031097,0.00013362513,0.00033586108,0.00065932143,0.00048530617,0.0017027153,0.0004963902,0.00054810586,0.0046422645],"category_scores_gemma":[0.0009734339,0.00022758628,0.00029845457,0.0008341523,0.0006665956,0.0013912263,0.001310416,0.00033461687,0.0005281702],"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":[0.0015979026,0.00050598796,0.4635065,0.00036472123,0.00076492055,0.00060929556,0.0018578513,0.028505765,0.14777102,0.21729538,0.00797704,0.1292436],"study_design_scores_gemma":[0.000046825957,0.00026006595,0.7972745,0.00008562964,0.00013963085,0.0002616691,0.0024648851,0.036457654,0.011048213,0.12220715,0.029657176,0.000096602955],"about_ca_topic_score_codex":0.018809557,"about_ca_topic_score_gemma":0.029454732,"teacher_disagreement_score":0.018809557,"about_ca_system_score_codex":0.0014152034,"about_ca_system_score_gemma":0.0009070794,"threshold_uncertainty_score":0.037400126},"labels":[],"label_agreement":null},{"id":"W2126229846","doi":"10.1111/jiec.12301","title":"Willingness to Pay for Eco‐Certified Refurbished Products: The Effects of Environmental Attitudes and Knowledge","year":2015,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":154,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Willingness to pay; Certification; Business; Certificate; Marketing; Product (mathematics); Order (exchange); Product category; Environmental economics; Economics","score_opus":0.0293241276052547,"score_gpt":0.2500705088230598,"score_spread":0.2207463812178051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126229846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99820995,0.00005902162,0.000024194187,0.00019666951,0.000005537473,0.0000045560914,0.000025820193,0.0000015984801,0.0014726543],"genre_scores_gemma":[0.99890256,0.000024249886,0.000020357453,0.00005116326,0.0000046331006,0.0000021758622,0.00003972764,0.0000022365934,0.0009528826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998334,0.00071354193,0.00009495129,0.0001827332,0.0002470405,0.00042777034],"domain_scores_gemma":[0.94447255,0.036051057,0.010286488,0.0016742307,0.0020483956,0.005467399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041283793,0.00025489047,0.0003709709,0.00068552204,0.00073511916,0.002921581,0.0010065391,0.0021360544,0.015294702],"category_scores_gemma":[0.019374127,0.00042116857,0.0013622008,0.0005382367,0.0012016749,0.0018288488,0.0011336667,0.0030707214,0.0009948347],"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":[0.0043993886,0.007222256,0.97037405,0.00004291876,0.0003245388,0.0004701602,0.0028837149,0.00092245184,0.0014297285,0.0008013269,0.00048651904,0.0106428815],"study_design_scores_gemma":[0.000057411973,0.000623564,0.99127614,0.000021848997,0.00012180861,0.000114944625,0.0049592475,0.0014694319,0.0003598481,0.00045190798,0.0005147159,0.000029141931],"about_ca_topic_score_codex":0.01124884,"about_ca_topic_score_gemma":0.011817313,"teacher_disagreement_score":0.015294702,"about_ca_system_score_codex":0.0011911159,"about_ca_system_score_gemma":0.0010955026,"threshold_uncertainty_score":0.05116588},"labels":[],"label_agreement":null},{"id":"W2130492143","doi":"10.1111/j.1530-9290.2009.00184.x","title":"Teaching Industrial Ecology at Dalian University of Technology","year":2009,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Industrial ecology; Industrial symbiosis; China; Ecology; Grading (engineering); Presentation (obstetrics); Cleaner production; Sustainability; Resource (disambiguation); Sociology; Computer science; Political science; Biology","score_opus":0.018741144996398767,"score_gpt":0.2133962478592874,"score_spread":0.19465510286288865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130492143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7426226,0.00734548,0.008905642,0.05045161,0.0027365317,0.000488766,0.00085200806,0.0009522289,0.18564498],"genre_scores_gemma":[0.48569858,0.0026339819,0.008735063,0.0018118535,0.00034633197,0.00014491295,0.00023281694,0.00010800798,0.5002884],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988778,0.0001764334,0.000045250305,0.00019926661,0.00025744853,0.00044375283],"domain_scores_gemma":[0.99571687,0.000103352286,0.000084658794,0.000093920244,0.0004753675,0.0035257787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011546705,0.0006616482,0.0005565637,0.0016284372,0.0075957947,0.0036169551,0.0013517065,0.0009816745,0.03732334],"category_scores_gemma":[0.0008480614,0.00053408236,0.00039649336,0.00088370364,0.0017523225,0.0010440751,0.0027314902,0.0016021065,0.004577239],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010546981,0.0057214056,0.101845205,0.0021500273,0.00013292368,0.005715903,0.038824137,0.003782661,0.0696351,0.04787842,0.14987348,0.5733861],"study_design_scores_gemma":[0.00006534989,0.00051371474,0.10509948,0.00033225,0.00004549184,0.0009119269,0.015775949,0.002100155,0.016667357,0.0048486306,0.85356873,0.00007094576],"about_ca_topic_score_codex":0.026298951,"about_ca_topic_score_gemma":0.12310406,"teacher_disagreement_score":0.03732334,"about_ca_system_score_codex":0.008808952,"about_ca_system_score_gemma":0.0343874,"threshold_uncertainty_score":0.124858975},"labels":[],"label_agreement":null},{"id":"W2133035098","doi":"10.1111/j.1530-9290.2012.00481.x","title":"Greenhouse Gas Emissions from Chinese Cities","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mitacs; University of Toronto","keywords":"Per capita; Greenhouse gas; Beijing; Natural resource economics; China; Renewable energy; Carbon dioxide equivalent; Industrial ecology; Environmental science; Coal; Business; Production (economics); Agricultural economics; Environmental protection; Geography; Economics; Sustainability; Waste management; Engineering; Population","score_opus":0.02205068069929558,"score_gpt":0.26208283090339857,"score_spread":0.24003215020410298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133035098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958876,0.0002694952,0.00007006107,0.00027088454,0.000009585629,0.000009117565,0.0007777188,0.0000051647603,0.0027004383],"genre_scores_gemma":[0.9975501,0.00033375918,0.000032951437,0.00004628379,0.000011607719,0.000008943578,0.0006475436,0.0000023290968,0.0013664629],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99976414,0.00002749482,0.000018408133,0.00003706645,0.00007521675,0.00007775647],"domain_scores_gemma":[0.9997234,0.0000520897,0.00006185593,0.000019465131,0.000105606916,0.00003762271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031986344,0.0005560523,0.00031501107,0.0017998943,0.0011603726,0.0009605167,0.0003747315,0.0003881673,0.0012886077],"category_scores_gemma":[0.00038496382,0.00023552017,0.0006321035,0.003951717,0.00038285795,0.0005153177,0.00076701783,0.00034523985,0.00009782757],"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":[0.0006359701,0.00016248546,0.93419224,0.00039772302,0.00038278938,0.0026885737,0.0060941903,0.018561022,0.0073110308,0.004047884,0.004537557,0.020988472],"study_design_scores_gemma":[0.000016700304,0.000047760168,0.98607165,0.000016337013,0.00019337796,0.00008687307,0.003337485,0.003592197,0.0017135475,0.0004291632,0.0044614444,0.00003362752],"about_ca_topic_score_codex":0.35692242,"about_ca_topic_score_gemma":0.42060393,"teacher_disagreement_score":0.35692242,"about_ca_system_score_codex":0.0050861957,"about_ca_system_score_gemma":0.0038466365,"threshold_uncertainty_score":0.7096898},"labels":[],"label_agreement":null},{"id":"W2136405708","doi":"10.1162/10881980152830150","title":"From Cradle to Grave: Extended Producer Responsibility for Household Hazardous Wastes in British Columbia","year":2001,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministry of Environment","funders":"","keywords":"Hazardous waste; Business; Waste management; Household hazardous waste; Extended producer responsibility; Petroleum; Flammable liquid; Municipal solid waste; Environmental science; Natural resource economics; Engineering; Waste collection","score_opus":0.044470951651308266,"score_gpt":0.2684085413480513,"score_spread":0.22393758969674304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136405708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662655,0.00032627865,0.00022645052,0.0067080264,0.000020154444,0.000041737287,0.00015601433,0.000013640794,0.026242174],"genre_scores_gemma":[0.9699885,0.0002630621,0.00022806719,0.0004987002,0.0000039765155,0.00001446778,0.000049092432,0.0000111074405,0.028943097],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830306,0.00033821235,0.000056239427,0.00013857339,0.0003071976,0.0008566355],"domain_scores_gemma":[0.995194,0.0011101348,0.00036700783,0.00014533858,0.0017888172,0.0013946855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011268572,0.00016141107,0.00020801951,0.0008174291,0.010048867,0.003995717,0.0017050959,0.0017020223,0.009197765],"category_scores_gemma":[0.0051005874,0.00045142722,0.00016234352,0.0016053856,0.0024657066,0.0013058088,0.0024941782,0.0025392675,0.00038515194],"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":[0.0008460939,0.00065339496,0.53612816,0.00028361715,0.00008850991,0.011897164,0.15408307,0.0046394477,0.005678229,0.055372775,0.05408145,0.17624807],"study_design_scores_gemma":[0.0000584403,0.000083158135,0.57133764,0.00027728846,0.00005864911,0.0007880335,0.30482808,0.0047680894,0.0015856918,0.0041847094,0.11183116,0.00019905235],"about_ca_topic_score_codex":0.99172324,"about_ca_topic_score_gemma":0.9982774,"teacher_disagreement_score":0.061159074,"about_ca_system_score_codex":0.061159074,"about_ca_system_score_gemma":0.074884124,"threshold_uncertainty_score":0.44374222},"labels":[],"label_agreement":null},{"id":"W2136967139","doi":"10.1111/jiec.12269","title":"Sustainability of Rooftop Technologies in Cold Climates: Comparative Life Cycle Assessment of White Roofs, Green Roofs, and Photovoltaic Panels","year":2015,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; University of Calgary","funders":"Government of Alberta","keywords":"Photovoltaic system; Sustainability; Life-cycle assessment; Green roof; Environmental science; Urban heat island; Cold climate; Roof; Environmental impact assessment; Industrial ecology; Meteorology; Civil engineering; Engineering; Geography; Ecology; Production (economics)","score_opus":0.051169320357057485,"score_gpt":0.3021722433672918,"score_spread":0.2510029230102343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136967139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98323387,0.0017643891,0.0019529449,0.00010457947,0.00001215477,0.00014813221,0.0031335074,0.000021576667,0.009628902],"genre_scores_gemma":[0.995669,0.0007609693,0.0010069574,0.000016000251,0.0000035585203,0.000036126134,0.0014882361,0.000008521292,0.0010106233],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990996,0.00014482373,0.000018821891,0.00008186288,0.00043149223,0.00022339242],"domain_scores_gemma":[0.9990037,0.00022500614,0.00008791491,0.000051914634,0.0005422459,0.00008932756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017058443,0.00078642624,0.00059788214,0.0015100986,0.0006993359,0.0014864093,0.00076623104,0.0003971563,0.0011686048],"category_scores_gemma":[0.0011092696,0.00019084137,0.0018917568,0.002155254,0.00043820264,0.0007265408,0.00060167135,0.000465483,0.00010039986],"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":[0.002359863,0.00053714844,0.13979164,0.0014612156,0.001331917,0.0004939037,0.000432714,0.719069,0.037615914,0.006144542,0.0027791294,0.08798296],"study_design_scores_gemma":[0.0001355079,0.0039717993,0.6695423,0.00023331083,0.0013351856,0.00020773885,0.0023539392,0.26087022,0.039863862,0.004050155,0.017197637,0.00023836076],"about_ca_topic_score_codex":0.54595846,"about_ca_topic_score_gemma":0.62652415,"teacher_disagreement_score":0.54595846,"about_ca_system_score_codex":0.012659239,"about_ca_system_score_gemma":0.004426743,"threshold_uncertainty_score":0.913431},"labels":[],"label_agreement":null},{"id":"W2140947396","doi":"10.1111/jiec.12351","title":"Charging up Battery Recycling Policies: Extended Producer Responsibility for Single‐Use Batteries in the European Union, Canada, and the United States","year":2015,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Extended producer responsibility; European union; Business; Environmental economics; Industrial ecology; Stewardship (theology); Value (mathematics); Waste management; Economics; Engineering; Sustainability; Economic policy","score_opus":0.06785245690023282,"score_gpt":0.2720136632136597,"score_spread":0.20416120631342688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140947396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8808002,0.0014892616,0.0025881722,0.027532041,0.00013715032,0.00012329499,0.00051274773,0.00011636866,0.086700775],"genre_scores_gemma":[0.98590994,0.0003016639,0.00065565266,0.0015276617,0.000013126208,0.000012969844,0.0000771053,0.000016866736,0.01148484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99413943,0.000631776,0.00016299645,0.00028906323,0.0023781469,0.0023986546],"domain_scores_gemma":[0.98733306,0.0038662371,0.0008100079,0.00036426084,0.0059017683,0.0017246632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050342074,0.0002241713,0.000334459,0.0008448903,0.0051899394,0.0055697216,0.0025380745,0.0032237635,0.0036133153],"category_scores_gemma":[0.010813235,0.00038268554,0.00066037005,0.0012067443,0.002240395,0.002065767,0.0016658691,0.0021400882,0.0001267478],"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":[0.0009927114,0.00092641957,0.2452756,0.00035986933,0.0003587526,0.0029254507,0.021465339,0.087290116,0.008527969,0.3282943,0.10091169,0.20267174],"study_design_scores_gemma":[0.00023828851,0.00028008677,0.49088722,0.0007501647,0.00045656873,0.00083093724,0.07132614,0.06342188,0.013603666,0.050853044,0.30679613,0.0005558314],"about_ca_topic_score_codex":0.95322835,"about_ca_topic_score_gemma":0.9778486,"teacher_disagreement_score":0.046812136,"about_ca_system_score_codex":0.046812136,"about_ca_system_score_gemma":0.11729581,"threshold_uncertainty_score":0.33964735},"labels":[],"label_agreement":null},{"id":"W2144605213","doi":"10.1111/jiec.12225","title":"Temporal Aspects in Evaluating the Greenhouse Gas Mitigation Benefits of Using Residues from Forest Products Manufacturing Facilities for Energy Production","year":2015,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Espace pour la vie","funders":"","keywords":"Greenhouse gas; Radiative forcing; Environmental science; Climate change; Carbon footprint; Life-cycle assessment; Industrial ecology; Global warming; Atmospheric sciences; Production (economics); Sustainability; Ecology; Economics","score_opus":0.07323281305781293,"score_gpt":0.26424370191595536,"score_spread":0.19101088885814244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144605213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99727696,0.00011945019,0.0010415773,0.000026095357,0.000003451471,0.000034876877,0.00022791456,0.0000027436295,0.001266994],"genre_scores_gemma":[0.9988141,0.00006930475,0.0006462356,0.000007789166,0.0000015014363,0.000024670138,0.00013201908,0.0000017120142,0.00030269625],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990158,0.00042931514,0.00008325702,0.00012141791,0.00023623696,0.00011394828],"domain_scores_gemma":[0.99765176,0.0014430692,0.0004401975,0.00006453903,0.00032618156,0.000074286945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035765518,0.00026323154,0.00017148993,0.00052379095,0.00034991247,0.0008526224,0.00042852346,0.000529117,0.0011881521],"category_scores_gemma":[0.0039584273,0.00015320013,0.000623557,0.0008418691,0.0003282452,0.0011261029,0.00042445873,0.00031808534,0.00011391526],"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":[0.019804943,0.0027427396,0.5738893,0.00055315846,0.0007668242,0.0009367171,0.0003207369,0.18513036,0.16316544,0.002908071,0.00019388,0.049587954],"study_design_scores_gemma":[0.0001292498,0.008944382,0.7762667,0.000071390634,0.0008912965,0.00023424749,0.001973607,0.09948657,0.10771874,0.002201825,0.0020061268,0.000075811804],"about_ca_topic_score_codex":0.018315224,"about_ca_topic_score_gemma":0.04094246,"teacher_disagreement_score":0.018315224,"about_ca_system_score_codex":0.0015073251,"about_ca_system_score_gemma":0.0009728071,"threshold_uncertainty_score":0.036417246},"labels":[],"label_agreement":null},{"id":"W2147828940","doi":"10.1162/jie.2007.1107","title":"The Changing Metabolism of Cities","year":2007,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":1231,"is_retracted":false,"has_abstract":false,"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; Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Urban metabolism; Industrial ecology; Nutrient; Sustainability; Environmental science; Resource (disambiguation); Natural resource economics; Ecology; Biology; Urban planning; Urban density; Economics","score_opus":0.021387205897878396,"score_gpt":0.24174470927755898,"score_spread":0.22035750337968057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147828940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8051293,0.0039705676,0.0028508776,0.031176876,0.000303133,0.000014406785,0.0014063137,0.00007124829,0.15507732],"genre_scores_gemma":[0.9929766,0.0013492545,0.00028905956,0.0004055064,0.00005767441,0.0000041464314,0.00015170481,0.000021133685,0.0047448324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996088,0.00013940949,0.0000154204,0.00007208925,0.000060111568,0.0001042678],"domain_scores_gemma":[0.9993759,0.00008521213,0.00013001602,0.00008436609,0.00015607176,0.00016848912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039122804,0.00017516522,0.00014191508,0.0010745979,0.0009828167,0.0060498384,0.00049064826,0.000977823,0.01037077],"category_scores_gemma":[0.0018993482,0.00017693719,0.00022054768,0.0024278841,0.0021555175,0.0038982283,0.0013241589,0.00064135744,0.00094658224],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002612495,0.00008318996,0.17278582,0.0002293619,0.00019290113,0.0009071872,0.013876083,0.015483965,0.0040031904,0.6306594,0.038449064,0.12306864],"study_design_scores_gemma":[0.00002459327,0.00007739136,0.315646,0.00019178161,0.00007432497,0.00094381254,0.032148246,0.008435274,0.0011490613,0.13012443,0.5111123,0.00007277807],"about_ca_topic_score_codex":0.017001312,"about_ca_topic_score_gemma":0.03396292,"teacher_disagreement_score":0.017001312,"about_ca_system_score_codex":0.0029919199,"about_ca_system_score_gemma":0.0010984741,"threshold_uncertainty_score":0.03469366},"labels":[],"label_agreement":null},{"id":"W2150779635","doi":"10.1111/j.1530-9290.2010.00244.x","title":"Life Cycle Assessment of Frozen Tilapia Fillets From Indonesian Lake‐Based and Pond‐Based Intensive Aquaculture Systems","year":2010,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":130,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Life-cycle assessment; Aquaculture; Environmental impact assessment; Oreochromis mossambicus; Tilapia; Resource (disambiguation); Business; Fishery; Environmental science; Indonesian; Production (economics); Fish <Actinopterygii>; Ecology; Biology; Economics","score_opus":0.025470902967793946,"score_gpt":0.25204807504822496,"score_spread":0.22657717208043102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150779635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995559,0.000024851928,0.000070940376,0.0000020366717,4.344135e-7,0.0000032104383,0.00011231556,7.9951104e-7,0.00022951628],"genre_scores_gemma":[0.9986444,0.000036538622,0.00012481851,0.0000037071627,3.528203e-7,0.000009723577,0.0004879072,0.0000013372285,0.00069121737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999554,0.000004584706,0.0000046315354,0.000013488033,0.000009822077,0.0000121320245],"domain_scores_gemma":[0.9998801,0.000020589694,0.000032475156,0.0000048445163,0.00004107328,0.000020897369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001462987,0.00019012667,0.0001908148,0.0004566205,0.00043752222,0.00026094215,0.00017405073,0.00010695587,0.0007669627],"category_scores_gemma":[0.00014179198,0.00010663357,0.00028130578,0.00029377785,0.00017206647,0.000200862,0.0002237884,0.00011015268,0.000097625525],"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":[0.0019191897,0.00020845118,0.8295856,0.0001226953,0.000109636116,0.0006609268,0.0015154368,0.004429811,0.13711868,0.00021578965,0.00016571934,0.023948036],"study_design_scores_gemma":[0.0000065751897,0.0006702193,0.98476887,0.000008407912,0.00006650163,0.00020881656,0.00084448984,0.0026520416,0.010068122,0.000091804715,0.0006026011,0.000011598426],"about_ca_topic_score_codex":0.015268582,"about_ca_topic_score_gemma":0.035232257,"teacher_disagreement_score":0.015268582,"about_ca_system_score_codex":0.0010567332,"about_ca_system_score_gemma":0.00048704984,"threshold_uncertainty_score":0.030359447},"labels":[],"label_agreement":null},{"id":"W2151497132","doi":"10.1111/j.1530-9290.2009.00142.x","title":"Life Cycle Attribute Assessment","year":2009,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec","funders":"","keywords":"Supply chain; Life-cycle assessment; Corporate social responsibility; Popularity; Business; Environmental economics; Construct (python library); Greenhouse gas; Supply chain management; Industrial ecology; Certification; Marketing; Environmental resource management; Sustainability; Economics; Computer science; Public relations; Management; Political science; Production (economics)","score_opus":0.021534284319859185,"score_gpt":0.2853770896885938,"score_spread":0.2638428053687346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151497132","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36769438,0.0011218782,0.45843342,0.0004514691,0.00009731745,0.0010183488,0.018528508,0.001365648,0.151289],"genre_scores_gemma":[0.9054488,0.0004696606,0.067135625,0.000056004814,0.000020549413,0.00022479464,0.011708161,0.000108028835,0.014828405],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99894077,0.00027126685,0.00004451352,0.00011174616,0.00054174446,0.0000899661],"domain_scores_gemma":[0.99830437,0.00059715624,0.000102664766,0.00027022776,0.0006599744,0.00006556386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017556446,0.0004142249,0.00030732088,0.0031850152,0.00041248463,0.0012587544,0.00076242175,0.00038141696,0.0100178635],"category_scores_gemma":[0.005475545,0.00013274275,0.00077865674,0.0025133386,0.00017837639,0.0014167185,0.0007165331,0.00043889723,0.00147878],"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":[0.00039223122,0.00048460238,0.07213304,0.00030301246,0.00019476654,0.0001975878,0.00026226568,0.22322515,0.0105933035,0.049962778,0.007867464,0.63438386],"study_design_scores_gemma":[0.000034597182,0.00051019853,0.067379355,0.00013355477,0.00016055135,0.00034763064,0.0007358204,0.7238012,0.029254334,0.082282916,0.09526172,0.00009814681],"about_ca_topic_score_codex":0.0038778603,"about_ca_topic_score_gemma":0.004235642,"teacher_disagreement_score":0.0100178635,"about_ca_system_score_codex":0.0011695994,"about_ca_system_score_gemma":0.000881515,"threshold_uncertainty_score":0.03351313},"labels":[],"label_agreement":null},{"id":"W2157753571","doi":"10.1111/j.1530-9290.2012.00503.x","title":"Biogenic Carbon and Temporary Storage Addressed with Dynamic Life Cycle Assessment","year":2012,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":291,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Polytechnique Montréal","funders":"","keywords":"Greenhouse gas; Life-cycle assessment; Carbon footprint; Environmental science; Carbon fibers; Carbon sequestration; Carbon cycle; Climate change; Biomass (ecology); Carbon neutrality; Time horizon; Environmental economics; Natural resource economics; Environmental resource management; Production (economics); Computer science; Business; Carbon dioxide; Economics; Ecology; Ecosystem","score_opus":0.015514484245359337,"score_gpt":0.25859695646799297,"score_spread":0.24308247222263363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157753571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9010932,0.0004886305,0.086469054,0.00091816514,0.00006436168,0.000072893024,0.0007028329,0.00010596733,0.01008499],"genre_scores_gemma":[0.99655294,0.000077068464,0.0025320267,0.000020348401,0.000007206416,0.000016014928,0.00007198081,0.000009786453,0.0007125884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998574,0.00004631375,0.000008070705,0.00002748619,0.000030502066,0.000030149467],"domain_scores_gemma":[0.9991315,0.0005273826,0.000091689115,0.000064154156,0.00013489476,0.000050282524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008311151,0.00044978168,0.00043658944,0.0005827973,0.00039326766,0.0012881003,0.0008606304,0.0010969358,0.0018935078],"category_scores_gemma":[0.0027593828,0.00037217245,0.0006136526,0.0007255276,0.00046085252,0.0021916744,0.0006655973,0.00053869834,0.00006927612],"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":[0.00006116835,0.000034262728,0.006695416,0.00003407185,0.000055276596,0.00011220782,0.000026879867,0.97586834,0.0015935153,0.0060956497,0.00023061785,0.00919259],"study_design_scores_gemma":[0.0000053201306,0.000019672842,0.0016391611,0.0000059027416,0.000019118592,0.000016188242,0.00003114556,0.9921591,0.0007169537,0.0051183137,0.00025977378,0.000009409239],"about_ca_topic_score_codex":0.017351761,"about_ca_topic_score_gemma":0.015447038,"teacher_disagreement_score":0.017351761,"about_ca_system_score_codex":0.00121835,"about_ca_system_score_gemma":0.0014097805,"threshold_uncertainty_score":0.034501493},"labels":[],"label_agreement":null},{"id":"W2168262535","doi":"10.1111/jiec.12121","title":"An Interdisciplinary Perspective on Carbon Capture and Storage Assessment Methods","year":2014,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of New Brunswick","funders":"Dalhousie University","keywords":"Greenhouse gas; Carbon capture and storage (timeline); Climate change; Life-cycle assessment; Scale (ratio); Environmental resource management; Standardization; Risk analysis (engineering); Computer science; Environmental economics; Environmental planning; Environmental science; Business; Production (economics); Geography","score_opus":0.028878965223606334,"score_gpt":0.39826396492263844,"score_spread":0.3693849996990321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168262535","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042271153,0.04379742,0.8808327,0.033915777,0.0015765949,0.00009152773,0.0000851522,0.00010978196,0.035363935],"genre_scores_gemma":[0.26107797,0.052928973,0.6509806,0.0077631064,0.007590441,0.00046758822,0.0001796133,0.00020172466,0.018809961],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9855344,0.007884529,0.0010332955,0.0013393484,0.0038561372,0.0003523242],"domain_scores_gemma":[0.97258896,0.020258898,0.0005831594,0.0016447025,0.004505204,0.00041898992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025550487,0.0018196139,0.0020841763,0.0050227367,0.0017348719,0.01094576,0.004948115,0.0065148035,0.004361531],"category_scores_gemma":[0.02475058,0.00090147165,0.0014629004,0.0034832272,0.008338676,0.010147841,0.0049435226,0.0047391145,0.0010913378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038213904,0.00017312157,0.0015234627,0.0006591129,0.00014641904,0.00017475034,0.00081609306,0.031018324,0.0018198066,0.76800424,0.0061264588,0.1894999],"study_design_scores_gemma":[0.000014519734,0.00007877385,0.0008669196,0.0006455518,0.000048446585,0.00028929758,0.0011925102,0.06855432,0.002259755,0.8621949,0.06378002,0.00007500084],"about_ca_topic_score_codex":0.004109873,"about_ca_topic_score_gemma":0.004218195,"teacher_disagreement_score":0.025550487,"about_ca_system_score_codex":0.0038671324,"about_ca_system_score_gemma":0.003027622,"threshold_uncertainty_score":0.13512552},"labels":[],"label_agreement":null},{"id":"W2238453739","doi":"10.1111/jiec.12394","title":"Using Common Boundaries to Assess Methane Emissions: A Life Cycle Evaluation of Natural Gas and Coal Power Systems","year":2016,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Atmospheric and Environmental Gas Dynamics","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":"Cochrane","funders":"National Energy Technology Laboratory; U.S. Department of Energy","keywords":"Greenhouse gas; Upstream (networking); Environmental science; Natural gas; Life-cycle assessment; Coal; Methane; Carbon footprint; Waste management; Computer science; Chemistry; Engineering; Economics; Production (economics); Geology; Telecommunications","score_opus":0.06612645028263286,"score_gpt":0.31300954695174504,"score_spread":0.24688309666911218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2238453739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696554,0.0003786172,0.025073431,0.00015182381,0.00001527554,0.00021950183,0.0008339176,0.00007235911,0.003599624],"genre_scores_gemma":[0.9882984,0.000081033875,0.010632876,0.00001760343,0.000003837212,0.00009644996,0.0006062967,0.000023901952,0.00023947046],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99533206,0.0028417741,0.0001968918,0.00040933877,0.00095557916,0.00026428292],"domain_scores_gemma":[0.98374397,0.010366562,0.0018618581,0.00097469613,0.0025852975,0.0004677968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012076451,0.0010185151,0.00075749576,0.0029176527,0.00074867264,0.0016998604,0.0012382045,0.0010101763,0.0009538834],"category_scores_gemma":[0.017933562,0.00044789934,0.0024257968,0.0021017392,0.0010699339,0.003555447,0.0017762199,0.001032835,0.00010236328],"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":[0.00041452746,0.00016369014,0.050769877,0.00015561897,0.00036738056,0.00015712784,0.00013973641,0.9272411,0.0017489505,0.003969811,0.00027943804,0.014592778],"study_design_scores_gemma":[0.00004297415,0.0008829845,0.023177803,0.00006413078,0.00015455615,0.00005775198,0.00033584764,0.96333814,0.004147865,0.0066192048,0.001113968,0.00006476303],"about_ca_topic_score_codex":0.023358779,"about_ca_topic_score_gemma":0.017050248,"teacher_disagreement_score":0.023358779,"about_ca_system_score_codex":0.0051367907,"about_ca_system_score_gemma":0.001780015,"threshold_uncertainty_score":0.06386715},"labels":[],"label_agreement":null},{"id":"W2280201998","doi":"10.1111/jiec.12403","title":"Industrial Waste Reuse and By‐product Synergy Optimization","year":2016,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Industrial symbiosis; Industrial ecology; Reuse; Product (mathematics); Order (exchange); Environmental economics; Maximization; Investment (military); Payback period; Raw material; Computer science; Goal programming; New product development; Production (economics); Business; Operations research; Risk analysis (engineering); Sustainability; Economics; Waste management; Engineering; Marketing; Microeconomics","score_opus":0.018496535402522444,"score_gpt":0.20659566476733984,"score_spread":0.1880991293648174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2280201998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82514346,0.0020671058,0.14477392,0.00038319684,0.00006081522,0.000119694094,0.00017881815,0.00017318729,0.027099773],"genre_scores_gemma":[0.9829465,0.0003614394,0.01316376,0.000021303775,0.000009385955,0.000035839366,0.000058253307,0.00002349251,0.0033799724],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997477,0.0000730866,0.0000096311105,0.000038563037,0.00006330351,0.000067767294],"domain_scores_gemma":[0.99969745,0.00017288314,0.00004402963,0.000024983161,0.00003749133,0.000023235045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006823611,0.0008756079,0.0009886256,0.0008568146,0.00032641462,0.0009416699,0.00056289305,0.00071736396,0.002400238],"category_scores_gemma":[0.0010179572,0.00039094174,0.0010189018,0.0010816075,0.00044223742,0.00087258994,0.00081850943,0.00051004614,0.00020136904],"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":[0.00032372793,0.00023215335,0.0008353389,0.0001244494,0.00009418145,0.00006939579,0.000017057075,0.95452094,0.009845313,0.0068876767,0.00036752896,0.02668225],"study_design_scores_gemma":[0.00003105152,0.0002884875,0.00065011595,0.000009201477,0.00006768442,0.000026952981,0.000026968872,0.98195076,0.01079724,0.0053263465,0.00081403804,0.000011160971],"about_ca_topic_score_codex":0.0018349865,"about_ca_topic_score_gemma":0.0019485765,"teacher_disagreement_score":0.002400238,"about_ca_system_score_codex":0.000762896,"about_ca_system_score_gemma":0.00082055945,"threshold_uncertainty_score":0.00802964},"labels":[],"label_agreement":null},{"id":"W2284237286","doi":"10.1111/jiec.12396","title":"Assessing the Global Operational Footprint of Higher Education with Environmentally Extended Global Multiregional Input‐Output Models","year":2016,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Norges Teknisk-Naturvitenskapelige Universitet; University of Waterloo; University of Toronto; Purdue University","keywords":"Carbon footprint; Upstream (networking); Natural resource economics; Ecological footprint; Environmental science; Agriculture; Input–output model; Greenhouse gas; Agricultural economics; Footprint; Business; Material flow analysis; Consumption (sociology); Environmental resource management; Sustainability; Economics; Geography; Engineering; Ecology","score_opus":0.03619930954193672,"score_gpt":0.30284457458773995,"score_spread":0.2666452650458032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284237286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863253,0.00018586883,0.008839144,0.00040590594,0.000023081737,0.000024180943,0.0010980818,0.00007210571,0.0030263548],"genre_scores_gemma":[0.99619544,0.00008113281,0.0027582075,0.000027385757,0.0000056458057,0.000020935224,0.00051396753,0.000016717107,0.00038054097],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992906,0.00040494194,0.000029759629,0.000096339216,0.00006834034,0.00010995906],"domain_scores_gemma":[0.99775356,0.0015935443,0.00013745864,0.00022534736,0.00017307336,0.00011695439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023378425,0.00095517345,0.00066410383,0.0007650025,0.00037314513,0.0013011693,0.0011233654,0.0013047571,0.0019380003],"category_scores_gemma":[0.0037369821,0.0005365336,0.0013599492,0.0016740119,0.0007400979,0.001764894,0.0011749571,0.00091148703,0.00014910467],"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":[0.00004370972,0.000031375388,0.004864286,0.000012724221,0.00006254802,0.000025732917,0.0000085122965,0.9930179,0.00008936635,0.0006604095,0.000058067006,0.0011254415],"study_design_scores_gemma":[0.000046335055,0.000083359526,0.006909674,0.000016030906,0.00009348101,0.0000119355145,0.00009733149,0.98893493,0.00040825806,0.0028898001,0.0004868534,0.000022087908],"about_ca_topic_score_codex":0.071004756,"about_ca_topic_score_gemma":0.056229528,"teacher_disagreement_score":0.071004756,"about_ca_system_score_codex":0.002919351,"about_ca_system_score_gemma":0.0020427238,"threshold_uncertainty_score":0.1411829},"labels":[],"label_agreement":null},{"id":"W2540552241","doi":"10.1111/jiec.12493","title":"The Energy Structure of the Canadian Economy","year":2016,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Embodied energy; Economics; Primary energy; Energy consumption; Consumption (sociology); Capital (architecture); Economy; Energy supply; Capital formation; Gross fixed capital formation; Energy (signal processing); Macroeconomics; Market economy; Financial capital; Foreign direct investment; Human capital; Engineering","score_opus":0.016937806238531552,"score_gpt":0.2413803453018638,"score_spread":0.22444253906333225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540552241","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3770487,0.009014715,0.0024458382,0.033481207,0.00012789927,0.0000809729,0.0048066173,0.00005997915,0.5729341],"genre_scores_gemma":[0.967092,0.0035902532,0.0010011249,0.0004109503,0.000019900943,0.000010479012,0.0004932956,0.00002750062,0.027354492],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99891984,0.00008248262,0.000025353898,0.000085865744,0.00043876577,0.0004477065],"domain_scores_gemma":[0.998315,0.00011185949,0.00008322036,0.00005182074,0.0011780042,0.00026026968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005644124,0.00024174462,0.00028514443,0.004796453,0.009458963,0.0065665045,0.0012254636,0.0007428589,0.011548022],"category_scores_gemma":[0.0031548354,0.00031691545,0.00033223856,0.011185776,0.0040492327,0.0018076951,0.001385371,0.00096917327,0.00039700815],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005334234,0.000034234163,0.040377207,0.00013023705,0.00004042416,0.0001720103,0.0038710278,0.0066466513,0.00049745693,0.8787985,0.019256817,0.050122038],"study_design_scores_gemma":[0.000020834777,0.000025886877,0.31900644,0.0004592087,0.00008221075,0.00016013527,0.02083692,0.008553712,0.0005270716,0.17288502,0.47729692,0.0001456732],"about_ca_topic_score_codex":0.9968803,"about_ca_topic_score_gemma":0.9989945,"teacher_disagreement_score":0.15542641,"about_ca_system_score_codex":0.15542641,"about_ca_system_score_gemma":0.13506275,"threshold_uncertainty_score":0.97958565},"labels":[],"label_agreement":null},{"id":"W2547186581","doi":"10.1111/jiec.12515","title":"Consequences of Future Data Center Deployment in Canada on Electricity Generation and Environmental Impacts: A 2015–2030 Prospective Study","year":2016,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Green IT and Sustainability","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Software deployment; Electricity; Electricity generation; Life-cycle assessment; Greenhouse gas; Environmental economics; Data center; Environmental data; Environmental impact assessment; Business; Environmental resource management; Environmental science; Computer science; Production (economics); Engineering; Power (physics); Economics","score_opus":0.02333522845242576,"score_gpt":0.2371696771797025,"score_spread":0.21383444872727675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547186581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725687,0.00077949226,0.00032603243,0.0025611415,0.000047405083,0.000073863266,0.01996737,0.000024184223,0.003651796],"genre_scores_gemma":[0.9922522,0.00046816719,0.00017685682,0.00036648716,0.000008662407,0.000016758246,0.00506196,0.0000042774927,0.0016446735],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99908197,0.000040775478,0.000036286565,0.000071598624,0.00025901507,0.000510308],"domain_scores_gemma":[0.9980153,0.000083718114,0.00035757068,0.000034789344,0.0009787449,0.0005299273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092149427,0.00045682557,0.00033408075,0.00068928365,0.0015933483,0.0021756876,0.0010822265,0.0010423567,0.0022557096],"category_scores_gemma":[0.0016569296,0.00026934457,0.0011452781,0.0023761753,0.0010808773,0.001001647,0.0012282185,0.0013727124,0.00025080724],"study_design_candidate":"simulation_or_modeling","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":[0.00040253263,0.00017503162,0.9761463,0.00007739999,0.00022627028,0.0005205353,0.00039113223,0.0053984514,0.00032005896,0.0012476314,0.007931321,0.0071633225],"study_design_scores_gemma":[0.000027950082,0.00009680164,0.9849246,0.00006739726,0.00014876708,0.0001063588,0.0029020475,0.005235863,0.0003637686,0.00023153353,0.005850661,0.000044204076],"about_ca_topic_score_codex":0.9938391,"about_ca_topic_score_gemma":0.9954266,"teacher_disagreement_score":0.044319592,"about_ca_system_score_codex":0.044319592,"about_ca_system_score_gemma":0.052288827,"threshold_uncertainty_score":0.32156265},"labels":[],"label_agreement":null},{"id":"W2550103807","doi":"10.1111/jiec.12398","title":"Explaining Industrial Symbiosis Emergence, Development, and Disruption: A Multilevel Analytical Framework","year":2016,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Equifinality; Explanatory power; Industrial symbiosis; Industrial ecology; Macro; Process (computing); Industrial organization; Business; Economics; Management science; Computer science; Ecology; Sustainability; Epistemology","score_opus":0.060456602006918325,"score_gpt":0.27395923444492043,"score_spread":0.2135026324380021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550103807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56209743,0.0010948848,0.37171265,0.0067722783,0.000053739022,0.00013568556,0.0003395755,0.00016534056,0.057628427],"genre_scores_gemma":[0.98407793,0.00026211957,0.014239939,0.00004845013,0.000017979917,0.000051676707,0.000041043084,0.000012788456,0.0012480787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993326,0.00032040454,0.000026230844,0.000099903315,0.00007539264,0.00014547052],"domain_scores_gemma":[0.99683505,0.0017689655,0.00058948674,0.0002937885,0.00022497337,0.0002877925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013564412,0.0004038633,0.000566742,0.0015683187,0.0014878524,0.0034809157,0.0016779932,0.0014017746,0.005705745],"category_scores_gemma":[0.00539436,0.0003989947,0.0010859636,0.0013415879,0.0023979612,0.0035422777,0.0039001023,0.0012748835,0.00033198748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039882958,0.00012578061,0.02417873,0.00008671106,0.00013446885,0.00033208882,0.0013763689,0.11746242,0.0012301281,0.8380155,0.0009995904,0.016018327],"study_design_scores_gemma":[0.000018269158,0.00003910753,0.0075358814,0.0000511192,0.00006865896,0.0000874005,0.0011956176,0.40129477,0.00016333205,0.5871644,0.0023574831,0.000023771505],"about_ca_topic_score_codex":0.009773394,"about_ca_topic_score_gemma":0.012860714,"teacher_disagreement_score":0.009773394,"about_ca_system_score_codex":0.002298733,"about_ca_system_score_gemma":0.0018880455,"threshold_uncertainty_score":0.019433022},"labels":[],"label_agreement":null},{"id":"W2556655904","doi":"10.1111/jiec.12535","title":"Closing Global Material Loops: Initial Insights into Firm‐Level Challenges","year":2017,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Manufacturing Academy of Denmark; Egg Farmers of Canada","keywords":"Closing (real estate); Business; Finance","score_opus":0.09060769844047083,"score_gpt":0.3038679978122437,"score_spread":0.21326029937177288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556655904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63062227,0.0025657564,0.02257025,0.023002883,0.00022126756,0.00016196682,0.00048776245,0.0002006073,0.32016727],"genre_scores_gemma":[0.99255836,0.00052906683,0.0012118432,0.00038308333,0.000028804845,0.000029706147,0.00008017707,0.000025767831,0.005153212],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992151,0.00015722014,0.000021435666,0.00015253654,0.00017243873,0.00028123485],"domain_scores_gemma":[0.9958787,0.0022797158,0.00039778574,0.00046626036,0.00045557,0.0005219608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002184438,0.0004083548,0.000380087,0.0007791099,0.0018456682,0.007247639,0.0012178429,0.0026051286,0.026037313],"category_scores_gemma":[0.007160242,0.00022246662,0.0003691243,0.0012515867,0.0028104926,0.010762395,0.0034503136,0.0022878174,0.001341616],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004920637,0.0003694251,0.01734742,0.00038839417,0.00006215005,0.00087819196,0.0045442753,0.015215785,0.0049314587,0.8396379,0.010037333,0.106095575],"study_design_scores_gemma":[0.00006619614,0.00024420614,0.018882345,0.0002153552,0.00005778005,0.00012827186,0.016030816,0.010879815,0.0038739361,0.8544814,0.095091335,0.000048524635],"about_ca_topic_score_codex":0.0019619667,"about_ca_topic_score_gemma":0.0032881019,"teacher_disagreement_score":0.026037313,"about_ca_system_score_codex":0.0022262745,"about_ca_system_score_gemma":0.0022559424,"threshold_uncertainty_score":0.087103486},"labels":[],"label_agreement":null},{"id":"W2592338582","doi":"10.1111/jiec.12555","title":"Empirical Dynamic Material Flow Model for Tungsten in the USA","year":2017,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Multilinear map; Multivariate statistics; Econometrics; Polynomial; Nonlinear system; Linear model; Flow (mathematics); Variable (mathematics); Series (stratigraphy); Mathematics; Weibull distribution; Computer science; Applied mathematics; Statistics","score_opus":0.10386412285690012,"score_gpt":0.35734917523890297,"score_spread":0.25348505238200286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592338582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861492,0.000094811876,0.006190234,0.0006162347,0.000009282048,0.000019485113,0.0015739774,0.00007668411,0.0052699796],"genre_scores_gemma":[0.9946631,0.0001049653,0.00078855664,0.00003379951,0.0000043878417,0.000018515237,0.0008024567,0.000018175102,0.003566022],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986756,0.000030886833,0.00000692466,0.000039478993,0.00001572596,0.0000393893],"domain_scores_gemma":[0.9993106,0.00044565074,0.00008017129,0.000039188308,0.000084301624,0.000040043175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049493526,0.0003000574,0.0005526103,0.0008557416,0.0004059935,0.0011941629,0.0009949967,0.0014597513,0.0034264566],"category_scores_gemma":[0.0017256637,0.0004769608,0.00069060765,0.0010848343,0.00041262832,0.0013257487,0.00029503138,0.0009633711,0.00039610706],"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":[0.000054458982,0.0001109464,0.01513114,0.000015205434,0.000028992265,0.0001279838,0.00006222509,0.97305006,0.00038095715,0.006991165,0.0013893977,0.0026574738],"study_design_scores_gemma":[0.000013153769,0.000014589975,0.005082531,0.000004559793,0.000009331743,0.0000133231715,0.00006305835,0.9922821,0.000103705315,0.0018399019,0.00056469487,0.0000090802605],"about_ca_topic_score_codex":0.16714293,"about_ca_topic_score_gemma":0.13219996,"teacher_disagreement_score":0.16714293,"about_ca_system_score_codex":0.0022376094,"about_ca_system_score_gemma":0.0014879006,"threshold_uncertainty_score":0.33234012},"labels":[],"label_agreement":null},{"id":"W2605227487","doi":"10.1111/jiec.12574","title":"Effects of Distribution Choice on the Modeling of Life Cycle Inventory Uncertainty: An Assessment on the Ecoinvent v2.2 Database","year":2017,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Eidgenössische Technische Hochschule Zürich","keywords":"Log-normal distribution; Econometrics; Range (aeronautics); Probability distribution; Monte Carlo method; Standard deviation; Probability density function; Distribution (mathematics); Product (mathematics); Statistics; Computer science; Mathematics; Engineering","score_opus":0.047059674472187785,"score_gpt":0.31919866377816436,"score_spread":0.2721389893059766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605227487","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88961315,0.0031342506,0.05148769,0.0044148033,0.00023123488,0.0003183506,0.036806725,0.002378065,0.011615811],"genre_scores_gemma":[0.9405314,0.00076462823,0.040541515,0.00067165954,0.000071186005,0.00019258734,0.015543368,0.0008140422,0.00086963555],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9860848,0.009631084,0.0010237658,0.0014678255,0.0014918536,0.0003006819],"domain_scores_gemma":[0.7802991,0.19698462,0.004433656,0.011867961,0.005485711,0.00092893594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.050131183,0.0010235119,0.0017924588,0.0015877101,0.0009846156,0.0031314567,0.004096105,0.0018702425,0.0029159817],"category_scores_gemma":[0.11427201,0.0009938859,0.0023988353,0.0027438893,0.00084325444,0.0046250685,0.0021023212,0.0017215164,0.00043521178],"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":[0.0026285178,0.00034028298,0.05936418,0.000675114,0.0011692132,0.00015408282,0.00021211193,0.8917937,0.0005512132,0.0066152248,0.008633398,0.027862916],"study_design_scores_gemma":[0.0005374424,0.00030949025,0.011043085,0.0002784691,0.00053202064,0.00016073254,0.000161991,0.9711231,0.0020235605,0.0071675936,0.0065249926,0.0001374842],"about_ca_topic_score_codex":0.05482226,"about_ca_topic_score_gemma":0.046793755,"teacher_disagreement_score":0.05482226,"about_ca_system_score_codex":0.0023793583,"about_ca_system_score_gemma":0.0021900628,"threshold_uncertainty_score":0.26512223},"labels":[],"label_agreement":null},{"id":"W2609771830","doi":"10.1111/jiec.12584","title":"Identifying Drivers of China's Provincial Wastewater Reuse Outcomes Using Qualitative Comparative Analysis","year":2017,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wastewater; Reuse; Context (archaeology); Resource (disambiguation); China; Environmental science; Business; Water resource management; Environmental economics; Environmental engineering; Geography; Waste management; Engineering; Computer science; Economics","score_opus":0.42533485992751546,"score_gpt":0.5564543966474591,"score_spread":0.13111953671994364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609771830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99583864,0.00007754185,0.0006468011,0.00042064497,0.0000046062078,0.00006937635,0.00025112182,0.0000045498614,0.0026867632],"genre_scores_gemma":[0.9994684,0.000022273858,0.00019934014,0.0000152019,5.205094e-7,0.00003446607,0.000063314554,8.6667427e-7,0.00019574871],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9962339,0.0016011345,0.00019413966,0.00029060716,0.00075905997,0.0009211077],"domain_scores_gemma":[0.9930025,0.00342691,0.0009737964,0.0002834644,0.0018106557,0.0005027295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053713857,0.00025912834,0.0003833625,0.0030023628,0.0032287734,0.0023088139,0.0008502845,0.0003482885,0.0021689807],"category_scores_gemma":[0.011349749,0.00021039443,0.00047934655,0.006560886,0.001713447,0.001418102,0.0021879016,0.00059019576,0.000054205822],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017104312,0.00015620509,0.82601506,0.00040643226,0.00010979527,0.00038687873,0.11533473,0.0016279707,0.0012832189,0.018965518,0.0014915254,0.0340517],"study_design_scores_gemma":[0.000021279724,0.00011585757,0.71420413,0.00018632751,0.00007024483,0.000055421213,0.27231324,0.004361081,0.0007413802,0.0037602487,0.0041196095,0.00005124534],"about_ca_topic_score_codex":0.34972787,"about_ca_topic_score_gemma":0.42199665,"teacher_disagreement_score":0.34972787,"about_ca_system_score_codex":0.018674295,"about_ca_system_score_gemma":0.029914271,"threshold_uncertainty_score":0.69538444},"labels":[],"label_agreement":null},{"id":"W2614905224","doi":"10.1111/jiec.12647","title":"LEED v4: Where Are We Now? Critical Assessment through the LCA of an Office Building Using a Low Impact Energy Consumption Mix","year":2017,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université de Sherbrooke; Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Renewable energy; Environmental impact assessment; Life-cycle assessment; Context (archaeology); Environmental economics; Certification; Energy consumption; Consumption (sociology); Environmental design; Electricity; Efficient energy use; Work (physics); Energy mix; Industrial ecology; Architectural engineering; Business; Sustainability; Engineering; Civil engineering; Electricity generation; Production (economics); Economics; Mechanical engineering","score_opus":0.06888017919208522,"score_gpt":0.36967463365506503,"score_spread":0.3007944544629798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614905224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72645444,0.0009928644,0.04574687,0.0032401355,0.0003291366,0.0013074481,0.016353764,0.002349684,0.2032256],"genre_scores_gemma":[0.888294,0.0004390185,0.0729549,0.0004754778,0.000043456945,0.00048760834,0.004758879,0.00076647935,0.031780284],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985071,0.0004825246,0.00003266678,0.00009073596,0.00073274586,0.00015425964],"domain_scores_gemma":[0.9986426,0.0004958467,0.000056534256,0.00012614131,0.00058286724,0.000095999305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029554497,0.00057637354,0.00054656423,0.0012362401,0.00082221517,0.0024172247,0.001346556,0.0009100205,0.015614495],"category_scores_gemma":[0.003609482,0.00033754457,0.00076389697,0.0011471846,0.00058927614,0.0020175616,0.0011637267,0.00078479527,0.0015338273],"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":[0.011041141,0.0014446784,0.08955225,0.0022687248,0.00062799227,0.0019013097,0.0021784762,0.18417838,0.061114043,0.059968926,0.13886136,0.44686267],"study_design_scores_gemma":[0.00089467457,0.0037122099,0.10246478,0.0009973566,0.0007972151,0.0004409502,0.010974204,0.34964186,0.12425224,0.05180699,0.35327852,0.0007390374],"about_ca_topic_score_codex":0.036151055,"about_ca_topic_score_gemma":0.09195937,"teacher_disagreement_score":0.036151055,"about_ca_system_score_codex":0.0020641496,"about_ca_system_score_gemma":0.0026368257,"threshold_uncertainty_score":0.071881235},"labels":[],"label_agreement":null},{"id":"W2617382745","doi":"10.1111/jiec.12604","title":"Choice of Allocations and Constructs for Attributional or Consequential Life Cycle Assessment and Input‐Output Analysis","year":2017,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Coproduction; Flexibility (engineering); Life-cycle assessment; Harmonization; Economics; Computer science; Production (economics); Microeconomics; Political science; Management; Public relations","score_opus":0.06351170647752213,"score_gpt":0.3543330194679388,"score_spread":0.2908213129904167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617382745","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17900003,0.00009250964,0.8056856,0.0010650993,0.000055595185,0.0006914786,0.000671547,0.0003437963,0.012394403],"genre_scores_gemma":[0.7231065,0.00006862222,0.27330428,0.0000925648,0.000017417493,0.0014932408,0.00036554167,0.00015592948,0.0013958799],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98514986,0.011540871,0.00066493265,0.0010115446,0.0009727883,0.00066009036],"domain_scores_gemma":[0.95678645,0.033803955,0.0010552469,0.0050302246,0.0025221945,0.000801934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028244875,0.0008155952,0.000920389,0.00225097,0.0010002928,0.003571607,0.0017942932,0.0011695571,0.011837086],"category_scores_gemma":[0.0782543,0.000619872,0.001550302,0.0022525855,0.0037179817,0.007526878,0.0041312347,0.002934945,0.000675072],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016394556,0.0008779625,0.011136857,0.0005468292,0.00016949844,0.00009953547,0.0033397444,0.025124338,0.0032276064,0.8020481,0.0015403564,0.15024972],"study_design_scores_gemma":[0.00019892244,0.00026131232,0.0040373853,0.00021523378,0.00016424825,0.000043225824,0.002004958,0.108102106,0.0043377196,0.87649643,0.0040578297,0.000080639955],"about_ca_topic_score_codex":0.0009156735,"about_ca_topic_score_gemma":0.0014205538,"teacher_disagreement_score":0.028244875,"about_ca_system_score_codex":0.0015323128,"about_ca_system_score_gemma":0.0017388345,"threshold_uncertainty_score":0.1493749},"labels":[],"label_agreement":null},{"id":"W2624622066","doi":"10.1111/jiec.12611","title":"The Nexus of Carbon, Nitrogen, and Biodiversity Impacts from Urban Metabolism","year":2017,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biodiversity; Nexus (standard); Greenhouse gas; Natural resource economics; Environmental science; Land use, land-use change and forestry; Carbon footprint; Land use; Climate change; Environmental protection; Ecology; Biology; Economics; Engineering","score_opus":0.0238928751686208,"score_gpt":0.2267772541386127,"score_spread":0.2028843789699919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624622066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96854746,0.0016217656,0.0022053644,0.00373648,0.00002875657,0.000010204431,0.00041646033,0.0000152171215,0.023418268],"genre_scores_gemma":[0.9985977,0.00058479916,0.00011019975,0.000049413564,0.0000127357,0.0000022612357,0.000047451314,0.0000027479991,0.0005927603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997919,0.00007661466,0.000008121156,0.000026086349,0.000034447778,0.000062885156],"domain_scores_gemma":[0.9992761,0.00039369773,0.00011944128,0.000030300802,0.0000710644,0.000109297136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041425863,0.0002958299,0.0002733602,0.0006820305,0.00039449136,0.002162497,0.00030237462,0.00057985954,0.0067670364],"category_scores_gemma":[0.0013135718,0.00020601093,0.0003325526,0.00092520897,0.0011083131,0.0023353181,0.0017604982,0.00064785965,0.00020865934],"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":[0.0008589194,0.0006281143,0.5683138,0.00038725126,0.00058642327,0.0019326959,0.0011738457,0.097312674,0.008252321,0.24927123,0.0037246298,0.06755815],"study_design_scores_gemma":[0.000024875759,0.0001484852,0.61822164,0.00018794666,0.00028972834,0.00052749563,0.006566797,0.04706643,0.002164195,0.31530103,0.009437704,0.000063668034],"about_ca_topic_score_codex":0.006828626,"about_ca_topic_score_gemma":0.01998993,"teacher_disagreement_score":0.006828626,"about_ca_system_score_codex":0.0010804299,"about_ca_system_score_gemma":0.0009076388,"threshold_uncertainty_score":0.022637963},"labels":[],"label_agreement":null},{"id":"W2738411702","doi":"10.1111/jiec.12640","title":"Coupling Input‐Output Tables with Macro‐Life Cycle Assessment to Assess Worldwide Impacts of Biofuels Transport Policies","year":2017,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Hydro-Québec","keywords":"Biofuel; Greenhouse gas; Life-cycle assessment; Natural resource economics; Context (archaeology); Climate change; European union; Fossil fuel; Production (economics); Economics; Industrial ecology; Environmental economics; Environmental science; Sustainability; Engineering; Ecology; Macroeconomics; Economic policy; Waste management","score_opus":0.03752540325813324,"score_gpt":0.3113674931355269,"score_spread":0.27384208987739367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738411702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7745169,0.00056987006,0.1457844,0.00066037814,0.00013263435,0.00040920213,0.05753468,0.0034273493,0.01696463],"genre_scores_gemma":[0.9481507,0.00025337358,0.038754255,0.000053972388,0.000011184474,0.00020451809,0.011050414,0.00022536244,0.0012962135],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99949074,0.00025704893,0.000049551465,0.000051141076,0.00010534729,0.00004615605],"domain_scores_gemma":[0.9965752,0.0022741375,0.00022358749,0.00028335035,0.0005514325,0.00009226609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027554426,0.0007599113,0.0006026634,0.0020577172,0.00030058454,0.0016854937,0.00080996664,0.0006728602,0.0053955317],"category_scores_gemma":[0.005026737,0.0007244991,0.0010169158,0.0034199238,0.0002032331,0.0022738846,0.00053391006,0.0005693709,0.00064101],"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":[0.000202297,0.00009158931,0.021053182,0.00013088323,0.00028095182,0.00007066824,0.000044953496,0.9503941,0.00097090896,0.0037792015,0.0018392417,0.021141987],"study_design_scores_gemma":[0.000054686243,0.00006922455,0.014629795,0.00004210342,0.00010888464,0.00001557516,0.00011670159,0.9695963,0.0025328053,0.009419318,0.0033723444,0.00004225531],"about_ca_topic_score_codex":0.033131503,"about_ca_topic_score_gemma":0.027737563,"teacher_disagreement_score":0.033131503,"about_ca_system_score_codex":0.0026265786,"about_ca_system_score_gemma":0.0020020648,"threshold_uncertainty_score":0.06587732},"labels":[],"label_agreement":null},{"id":"W2783738658","doi":"10.1111/jiec.12693","title":"Evaluating Eco‐Efficiency of 3D Printing in the Aeronautic Industry","year":2017,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Industrial ecology; 3D printing; Normalization (sociology); Life-cycle assessment; Productivity; Cost reduction; Environmental impact assessment; Manufacturing engineering; Machining; Environmental economics; Computer science; Operations management; Industrial organization; Business; Engineering; Economics; Production (economics); Mechanical engineering; Marketing; Sustainability","score_opus":0.07760091935766245,"score_gpt":0.35989494232693603,"score_spread":0.2822940229692736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783738658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97044015,0.00056343485,0.021443207,0.00005916778,0.000010288273,0.00005326109,0.00036707032,0.0000576515,0.0070056403],"genre_scores_gemma":[0.9949003,0.00014756771,0.004309105,0.000006020839,0.0000016396341,0.000024459887,0.0001066385,0.000011317414,0.0004929123],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911827,0.00028098054,0.00003609942,0.00007539287,0.00041282442,0.00007643683],"domain_scores_gemma":[0.99836355,0.001148758,0.00013923635,0.00013072674,0.00018875705,0.000029000435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014626447,0.00051461905,0.0005096865,0.0013146395,0.00025294645,0.00094844727,0.00038931036,0.000611384,0.0014132209],"category_scores_gemma":[0.0017291715,0.00019049304,0.0008728382,0.0015191277,0.00034977973,0.00054096285,0.00048892066,0.00028899717,0.00027629512],"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":[0.00035288802,0.00014651757,0.012377516,0.00016250515,0.000080095735,0.00012675118,0.00002734252,0.925261,0.03077557,0.0010830066,0.00016065249,0.029446179],"study_design_scores_gemma":[0.000039846316,0.0013308752,0.046159677,0.000039265273,0.00013247633,0.00013813219,0.00013232733,0.8184641,0.12762022,0.0038654127,0.0020003149,0.00007734472],"about_ca_topic_score_codex":0.0033879827,"about_ca_topic_score_gemma":0.0025773076,"teacher_disagreement_score":0.0033879827,"about_ca_system_score_codex":0.0013047962,"about_ca_system_score_gemma":0.0003606069,"threshold_uncertainty_score":0.009466946},"labels":[],"label_agreement":null},{"id":"W2789653345","doi":"10.1111/jiec.12734","title":"Sectoral Aggregation Error in the Accounting of Energy and Emissions Embodied in Trade and Consumption","year":2018,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"National Natural Science Foundation of China","keywords":"Embodied energy; Greenhouse gas; Energy consumption; Computable general equilibrium; Data aggregator; Consumption (sociology); Consistency (knowledge bases); Economics; Econometrics; Set (abstract data type); Efficient energy use; Environmental economics; Computer science; Microeconomics; Ecology","score_opus":0.03486995584762271,"score_gpt":0.2816915677097455,"score_spread":0.24682161186212281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789653345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8411061,0.003064969,0.12570946,0.0059535485,0.0017577773,0.00009593902,0.0061553237,0.0011436368,0.015013167],"genre_scores_gemma":[0.9910132,0.00028454923,0.005715774,0.00011990184,0.00014265199,0.000012101147,0.0008196629,0.000048959893,0.0018432419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9910014,0.0038439382,0.0012381369,0.0014467309,0.0018532615,0.000616497],"domain_scores_gemma":[0.9532937,0.02101627,0.006388853,0.011882534,0.0071143503,0.00030443777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015486053,0.0004461431,0.0008247776,0.0011996238,0.0006366543,0.0026320433,0.0009660669,0.0010863298,0.0016617198],"category_scores_gemma":[0.061570946,0.00037168065,0.0010227604,0.0044341506,0.00077059714,0.0016998774,0.001342358,0.0011028916,0.00038006713],"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":[0.001241226,0.00013200137,0.430269,0.0002378744,0.0016004782,0.0005499897,0.0008487463,0.36759412,0.0015299179,0.077671915,0.013210048,0.10511469],"study_design_scores_gemma":[0.000064705404,0.000104580264,0.27618766,0.00021774958,0.00060713117,0.0002562362,0.000706202,0.6224873,0.006690855,0.08017418,0.0123819215,0.00012145646],"about_ca_topic_score_codex":0.04403082,"about_ca_topic_score_gemma":0.030619035,"teacher_disagreement_score":0.04403082,"about_ca_system_score_codex":0.0027288406,"about_ca_system_score_gemma":0.0025092547,"threshold_uncertainty_score":0.08754903},"labels":[],"label_agreement":null},{"id":"W2885134642","doi":"10.1111/jiec.12807","title":"LiSET: A Framework for Early‐Stage Life Cycle Screening of Emerging Technologies","year":2018,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"H2020 LEIT Advanced Materials; Norges Forskningsråd; European Commission; Norges Teknisk-Naturvitenskapelige Universitet","keywords":"Life-cycle assessment; Computer science; Emerging technologies; Industrial ecology; Risk analysis (engineering); Consistency (knowledge bases); Environmental impact assessment; Flexibility (engineering); Process management; Systems engineering; Sustainability; Engineering; Production (economics); Business; Artificial intelligence","score_opus":0.032022205257319136,"score_gpt":0.29793118409053343,"score_spread":0.2659089788332143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885134642","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016627699,0.00019582549,0.98947537,0.00014983451,0.00004440929,0.00019413784,0.0004574713,0.002986031,0.0048342524],"genre_scores_gemma":[0.08430562,0.0008211066,0.90593016,0.00021974927,0.000067414105,0.00116232,0.0014904039,0.0007764564,0.0052267257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99682546,0.0012132878,0.00022158644,0.00030172104,0.0010976933,0.0003403141],"domain_scores_gemma":[0.9962035,0.002020348,0.00028586964,0.0006604019,0.0006734458,0.00015651506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005736425,0.0023064294,0.0017095674,0.0025881492,0.000981012,0.0040895375,0.0041004918,0.0019826612,0.008374579],"category_scores_gemma":[0.008192651,0.0008057239,0.0029347898,0.0015451161,0.0017557507,0.0042720055,0.0032233666,0.0023661489,0.0027819115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024097992,0.00028956612,0.0015041109,0.00096235506,0.00016404796,0.0004072072,0.00022708741,0.22921148,0.0111503005,0.5961653,0.009560319,0.15011725],"study_design_scores_gemma":[0.000049733204,0.0001454401,0.0002320025,0.0001657829,0.000073096875,0.00016858897,0.00007255017,0.6188195,0.014864188,0.3210142,0.044302214,0.000092679875],"about_ca_topic_score_codex":0.0038438507,"about_ca_topic_score_gemma":0.0036632854,"teacher_disagreement_score":0.008374579,"about_ca_system_score_codex":0.001736017,"about_ca_system_score_gemma":0.0037770942,"threshold_uncertainty_score":0.030337453},"labels":[],"label_agreement":null},{"id":"W2886629195","doi":"10.1111/jiec.12774","title":"Integrating Batteries in the Future Swiss Electricity Supply System: A Consequential Environmental Assessment","year":2018,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Wallonie-Bruxelles International; Kommission für Technologie und Innovation","keywords":"Life-cycle assessment; Electricity; Environmental economics; Environmental impact assessment; Renewable energy; Electricity generation; Industrial ecology; Production (economics); Mains electricity; Energy mix; Environmental science; Natural resource economics; Engineering; Sustainability; Economics; Power (physics)","score_opus":0.016475474508808603,"score_gpt":0.27024353002511475,"score_spread":0.25376805551630616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886629195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97629625,0.0005060189,0.0064086285,0.00073500344,0.00003065537,0.000039811606,0.00074321683,0.00008469346,0.015155747],"genre_scores_gemma":[0.9957301,0.00027265924,0.0010237069,0.000017564918,0.0000066320645,0.000009349464,0.00021134678,0.000010280968,0.0027184137],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996687,0.00009006628,0.000009815376,0.000028127519,0.0001595056,0.000043911],"domain_scores_gemma":[0.99963915,0.00010889552,0.000036327507,0.000028200093,0.00016932016,0.000018114306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057158637,0.00048050855,0.00015894706,0.00054236664,0.00047965164,0.0010816905,0.00036682116,0.00085278443,0.00297897],"category_scores_gemma":[0.0009302576,0.0001347068,0.00046607904,0.00071378786,0.00036291775,0.00099895,0.00057770836,0.0003649291,0.00032847622],"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":[0.0014244168,0.00023335726,0.14638981,0.00031126576,0.000221565,0.0026925157,0.0004254194,0.6943395,0.037578173,0.019135533,0.003820337,0.09342808],"study_design_scores_gemma":[0.00010746688,0.0012535661,0.24635068,0.00015235877,0.00045317668,0.0007793656,0.0017162001,0.64076084,0.04862835,0.022432504,0.037216555,0.00014892351],"about_ca_topic_score_codex":0.02134351,"about_ca_topic_score_gemma":0.04269929,"teacher_disagreement_score":0.02134351,"about_ca_system_score_codex":0.0019222595,"about_ca_system_score_gemma":0.0007202856,"threshold_uncertainty_score":0.042438507},"labels":[],"label_agreement":null},{"id":"W2888521288","doi":"10.1111/jiec.12813","title":"Winners of the 2017 Graedel Prizes: The <i>Journal of Industrial Ecology</i> Best Paper Prizes","year":2018,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Haven; Industrial ecology; Library science; Management; Sociology; Ecology; Computer science; Sustainability; Economics","score_opus":0.03589584572404868,"score_gpt":0.2435409282517551,"score_spread":0.20764508252770641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888521288","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008922289,0.01002066,0.002568328,0.19793053,0.62423986,0.00022931592,0.0028134705,0.0005595011,0.15271607],"genre_scores_gemma":[0.055354662,0.005549789,0.001880635,0.018251417,0.10941243,0.00029421842,0.0034680944,0.0010689386,0.80471987],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99547935,0.00042588764,0.0001460899,0.0004090563,0.0021834516,0.0013562301],"domain_scores_gemma":[0.98342806,0.00039965863,0.00037595598,0.00034036243,0.003964804,0.011491063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006120362,0.0016945219,0.0016664554,0.0021596125,0.003033728,0.0133684315,0.0016021263,0.0049652644,0.08069877],"category_scores_gemma":[0.009924408,0.00040888926,0.0012853348,0.0011499932,0.00145835,0.0028476326,0.0055062184,0.0058035827,0.05142126],"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":[0.000095253876,0.00003677751,0.0002569359,0.000032751926,0.000015421227,0.00004754074,0.000018633706,0.00008042321,0.00018132174,0.0033159698,0.9818746,0.014044349],"study_design_scores_gemma":[0.00007002197,0.00010996625,0.0030089475,0.000075544755,0.00001461098,0.00008460111,0.0001792981,0.00047328474,0.00034769165,0.005285785,0.99030685,0.00004337066],"about_ca_topic_score_codex":0.0019682439,"about_ca_topic_score_gemma":0.0057162754,"teacher_disagreement_score":0.08069877,"about_ca_system_score_codex":0.0035744521,"about_ca_system_score_gemma":0.0053935056,"threshold_uncertainty_score":0.26996428},"labels":[],"label_agreement":null},{"id":"W2893976065","doi":"10.1111/jiec.12814","title":"Social Semantic Web Framework for Industrial Synergies Initiation","year":2018,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Novo Nordisk","keywords":"Industrial symbiosis; Semantic Web; Industrial ecology; Social Semantic Web; Computer science; Exploit; Knowledge management; Information sharing; Information exchange; Identification (biology); Web resource; Business; World Wide Web; Data science; Engineering; Sustainability","score_opus":0.05768073311674445,"score_gpt":0.29500180541832144,"score_spread":0.23732107230157698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893976065","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011213288,0.000453367,0.9619688,0.0010146977,0.00016591331,0.00034820978,0.0022157596,0.0036468434,0.01897316],"genre_scores_gemma":[0.31700438,0.00090169004,0.663536,0.0003239608,0.00011760327,0.000687667,0.006152277,0.00051739643,0.010759016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978891,0.0005951378,0.00028298565,0.0003837419,0.00066636025,0.00018263853],"domain_scores_gemma":[0.9984524,0.0005886465,0.00011433913,0.00036605794,0.00032814004,0.00015035429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024309647,0.0007346841,0.0007395751,0.0040432108,0.0016870648,0.004286398,0.0014686972,0.0017715286,0.0060573234],"category_scores_gemma":[0.0037499766,0.0004795751,0.0023115813,0.0027233686,0.0012706612,0.006542754,0.0037502083,0.0016227012,0.0016594036],"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":[0.00010233442,0.00019724535,0.0013725087,0.00030647175,0.00011767291,0.0005423055,0.0007846488,0.030408679,0.0018027767,0.9001507,0.007114542,0.057100017],"study_design_scores_gemma":[0.000036350186,0.000034409855,0.000490437,0.00018758062,0.00015288814,0.00024941305,0.00066545414,0.29198235,0.0034914287,0.5700953,0.13256505,0.00004932897],"about_ca_topic_score_codex":0.011166131,"about_ca_topic_score_gemma":0.014071736,"teacher_disagreement_score":0.011166131,"about_ca_system_score_codex":0.0014403296,"about_ca_system_score_gemma":0.002551916,"threshold_uncertainty_score":0.022202253},"labels":[],"label_agreement":null},{"id":"W2900202987","doi":"10.1111/jiec.12820","title":"A Framework for Development and Communication of Absolute Environmental Sustainability Assessment Methods","year":2018,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Alliance for Accelerating Excellence in Science in Africa; Massey University","keywords":"Sustainability; Industrial ecology; Absolute (philosophy); Environmental resource management; Sustainable development; Business; Environmental science; Ecology; Biology","score_opus":0.06683812433192088,"score_gpt":0.3842632580747928,"score_spread":0.3174251337428719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900202987","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00068930356,0.00031876343,0.980293,0.0065134116,0.0002687269,0.00022835004,0.00009160734,0.0003616647,0.0112351095],"genre_scores_gemma":[0.031815648,0.00032776193,0.96426654,0.00076072593,0.00019314306,0.00089031225,0.00015519008,0.00013023213,0.0014605011],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8925728,0.06956185,0.013186174,0.0044778446,0.018559376,0.0016419985],"domain_scores_gemma":[0.83180493,0.08781437,0.009062784,0.027164701,0.04078482,0.003368334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.12518206,0.002200513,0.0023363237,0.009233741,0.0066644913,0.02390493,0.010320635,0.010531466,0.010162892],"category_scores_gemma":[0.18031076,0.0017724193,0.0025186602,0.005372879,0.01593588,0.027619122,0.01362916,0.012292464,0.0030274347],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010595379,0.000044993503,0.00020243361,0.00012541357,0.00002242434,0.000054935317,0.0012686566,0.002105877,0.00029542248,0.96463436,0.0031811413,0.02805375],"study_design_scores_gemma":[0.00001889368,0.000035377845,0.00018548797,0.00069920195,0.000023884031,0.00011275033,0.0009810319,0.014130094,0.0008356433,0.9336516,0.049259733,0.00006614724],"about_ca_topic_score_codex":0.0077892733,"about_ca_topic_score_gemma":0.0058515137,"teacher_disagreement_score":0.12518206,"about_ca_system_score_codex":0.009725839,"about_ca_system_score_gemma":0.020108676,"threshold_uncertainty_score":0.6620339},"labels":[],"label_agreement":null},{"id":"W2910957671","doi":"10.1111/jiec.12738","title":"Nullius in Verba1: Advancing Data Transparency in Industrial Ecology","year":2018,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Transparency (behavior); Industrial ecology; Credibility; Data sharing; Openness to experience; Sustainability; Open data; Computer science; Relevance (law); Incentive; Best practice; Data quality; Data science; Business; Ecology; Accounting; Political science; World Wide Web; Economics; Marketing; Psychology; Medicine; Computer security; Law; Biology","score_opus":0.059293786743368916,"score_gpt":0.29948100353052576,"score_spread":0.24018721678715685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910957671","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076237936,0.016758109,0.2098484,0.6696155,0.032598656,0.0011682977,0.0052212575,0.0054095653,0.051756468],"genre_scores_gemma":[0.16559802,0.022582924,0.4905677,0.22383635,0.025977608,0.0055231797,0.013781554,0.010583385,0.04154923],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.6774998,0.227931,0.02845891,0.011260513,0.050305918,0.004543896],"domain_scores_gemma":[0.29194516,0.52614725,0.027097566,0.07595102,0.06692151,0.01193744],"candidate_categories":["metaresearch","open_science"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2928559,0.0010795415,0.0018400791,0.010101161,0.0061878473,0.028247295,0.005105209,0.008834673,0.022574982],"category_scores_gemma":[0.5624914,0.0017500035,0.0029461347,0.0091230115,0.011603054,0.02835602,0.02720619,0.017640918,0.009808659],"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":[0.0006320208,0.00016356401,0.0061885645,0.0055856393,0.0003887754,0.00046431186,0.0070864935,0.0019757848,0.0023745613,0.36532956,0.3927555,0.21705522],"study_design_scores_gemma":[0.0001293202,0.00010446623,0.0017505425,0.0070557566,0.00015757648,0.00022013154,0.0012724353,0.0027390313,0.0028065417,0.21259932,0.77098554,0.00017927348],"about_ca_topic_score_codex":0.004327243,"about_ca_topic_score_gemma":0.00416226,"teacher_disagreement_score":0.9948948,"about_ca_system_score_codex":0.006959382,"about_ca_system_score_gemma":0.033687755,"threshold_uncertainty_score":0.8720346},"labels":[],"label_agreement":null},{"id":"W2938702420","doi":"10.1111/jiec.12853","title":"The weight of islands: Leveraging Grenada's material stocks to adapt to climate change","year":2019,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stock (firearms); Per capita; Climate change; Environmental science; Tonne; Agricultural economics; Return period; Geography; Economics; Oceanography; Population; Geology","score_opus":0.024595441601998252,"score_gpt":0.24218932191488532,"score_spread":0.21759388031288707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938702420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801082,0.00022682191,0.002510297,0.00068434415,0.000042299536,0.000024499124,0.00012757127,0.00008228345,0.016193798],"genre_scores_gemma":[0.99730384,0.0000996985,0.0012870589,0.00003122709,0.0000044137296,0.0000058026894,0.000036340938,0.00002442115,0.0012072624],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99989045,0.000022884147,0.000006052077,0.000021068076,0.000028156088,0.000031342403],"domain_scores_gemma":[0.99958354,0.00009626909,0.000052174786,0.00006250187,0.00011672857,0.00008873334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047481668,0.0003243372,0.00025988746,0.00080618885,0.00046170835,0.002095467,0.00075372227,0.0004908791,0.003317939],"category_scores_gemma":[0.002209793,0.00014052808,0.00022566623,0.000658693,0.0005791616,0.0010320628,0.0013440216,0.00036999345,0.00048540698],"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":[0.0014646987,0.00047981125,0.29362804,0.00038670978,0.0006825042,0.001552384,0.0021241189,0.19110161,0.06386731,0.019461157,0.005253541,0.41999802],"study_design_scores_gemma":[0.00018472031,0.0016032396,0.51095617,0.00023320367,0.00087598624,0.0004783247,0.018336158,0.32820448,0.02882141,0.027760101,0.082315214,0.00023088277],"about_ca_topic_score_codex":0.029958667,"about_ca_topic_score_gemma":0.09519959,"teacher_disagreement_score":0.029958667,"about_ca_system_score_codex":0.0010145956,"about_ca_system_score_gemma":0.0009690348,"threshold_uncertainty_score":0.059568584},"labels":[],"label_agreement":null},{"id":"W2939956414","doi":"10.1111/jiec.12865","title":"Raw material criticality assessment as a complement to environmental life cycle assessment: Examining methods for product‐level supply risk assessment","year":2019,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":90,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Life-cycle assessment; Supply chain; Industrial ecology; Risk analysis (engineering); Product (mathematics); Environmental economics; Scarcity; Business; Risk assessment; Criticality; Resource (disambiguation); Environmental resource management; Production (economics); Natural resource economics; Computer science; Environmental science; Sustainability; Economics","score_opus":0.056623895125929594,"score_gpt":0.3992506151993244,"score_spread":0.34262672007339484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939956414","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20025206,0.0035697136,0.7580189,0.0011519192,0.00016445175,0.0009320301,0.0008136765,0.00051926123,0.03457787],"genre_scores_gemma":[0.74868226,0.0014641774,0.24385488,0.00011684334,0.00006084972,0.0003378521,0.00034016662,0.00016326697,0.004979673],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956227,0.0018272335,0.00015907634,0.00030492936,0.001968758,0.00011727653],"domain_scores_gemma":[0.9498111,0.035474416,0.0030727847,0.0029279361,0.008343054,0.0003707617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011220232,0.0013148517,0.000757665,0.007883946,0.00073911605,0.003973053,0.0015689773,0.0009836686,0.006095692],"category_scores_gemma":[0.040683478,0.0005378833,0.0011726755,0.0028517272,0.0013016019,0.0052700355,0.0013864964,0.0014262749,0.00060640037],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011598789,0.0008419048,0.04827209,0.0016403161,0.00058067526,0.00032213252,0.000903002,0.18259609,0.020275643,0.104195364,0.003102544,0.6361104],"study_design_scores_gemma":[0.000085957945,0.0013170216,0.01947201,0.0007371311,0.00033804242,0.0004139113,0.0010864802,0.78029513,0.04580791,0.13685302,0.013369257,0.00022410184],"about_ca_topic_score_codex":0.0043426375,"about_ca_topic_score_gemma":0.0075338236,"teacher_disagreement_score":0.011220232,"about_ca_system_score_codex":0.0023069463,"about_ca_system_score_gemma":0.002966399,"threshold_uncertainty_score":0.059338987},"labels":[],"label_agreement":null},{"id":"W2941642341","doi":"10.1111/jiec.12915","title":"Incorporating the impacts of climate change into infrastructure life cycle assessments: A case study of pavement service life performance","year":2019,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Climate change; Life-cycle assessment; Environmental science; Environmental resource management; Computer science; International Roughness Index; Civil engineering; Transport engineering; Engineering","score_opus":0.02157854939565692,"score_gpt":0.2724366210802748,"score_spread":0.2508580716846179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941642341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909943,0.000045484434,0.0051861377,0.00021050531,0.000009033276,0.00009424836,0.00017155074,0.00006043365,0.0032284223],"genre_scores_gemma":[0.9938923,0.000042705044,0.0055852905,0.000011726506,0.000004150105,0.000012355976,0.000072193914,0.000017459652,0.00036188023],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99836284,0.0009254613,0.00006379924,0.00012948611,0.00030264232,0.00021573663],"domain_scores_gemma":[0.99338794,0.0046071624,0.00038527267,0.00040255155,0.0009704189,0.00024666998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042630313,0.0006956371,0.00044675404,0.0011515602,0.0011432671,0.0020478521,0.0010915097,0.0016099625,0.0016093947],"category_scores_gemma":[0.010027705,0.00034739778,0.0007921151,0.0016443594,0.00062159187,0.0016040265,0.0008411097,0.0011384326,0.000218307],"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":[0.0006639291,0.0018902346,0.14383587,0.00022807093,0.0003134823,0.0029002756,0.0026307509,0.74778354,0.013103135,0.0026960925,0.0012649281,0.082689755],"study_design_scores_gemma":[0.000056823144,0.0010157803,0.09131271,0.000062245745,0.00024020506,0.00041350382,0.0035586546,0.8898505,0.007998937,0.002333875,0.0030475052,0.00010931848],"about_ca_topic_score_codex":0.05149634,"about_ca_topic_score_gemma":0.10199429,"teacher_disagreement_score":0.05149634,"about_ca_system_score_codex":0.0025858362,"about_ca_system_score_gemma":0.002333629,"threshold_uncertainty_score":0.10239315},"labels":[],"label_agreement":null},{"id":"W2946586344","doi":"10.1111/jiec.12921","title":"Potential for industrial ecology to support healthcare sustainability: Scoping review of a fragmented literature and conceptual framework for future research","year":2019,"lang":"en","type":"review","venue":"Journal of Industrial Ecology","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Science Foundation","keywords":"Industrial ecology; Sustainability; Health care; Conceptual framework; Business; Ecological footprint; Environmental resource management; Population; Environmental planning; Ecology; Geography; Medicine; Economic growth; Economics; Environmental health; Sociology","score_opus":0.21811382913083657,"score_gpt":0.48905444402118065,"score_spread":0.27094061489034404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946586344","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000107591,0.9987231,0.000086334716,0.00071794435,0.00009519144,0.000011298868,0.000018961604,0.0000016147502,0.00023790474],"genre_scores_gemma":[0.0015801488,0.997546,0.00036464882,0.0003608001,0.00006576545,0.000020243386,0.000017984692,0.0000012146877,0.00004319227],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9959121,0.0013624417,0.0011396032,0.00041002422,0.0009620897,0.00021370055],"domain_scores_gemma":[0.96995497,0.024825687,0.0022123805,0.00033300393,0.0023513886,0.00032248712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013546281,0.0013750363,0.003609978,0.0115898,0.0010070312,0.006537128,0.001642249,0.0031068765,0.002953847],"category_scores_gemma":[0.02286697,0.00070002634,0.0033936952,0.011423119,0.0020339137,0.0048040063,0.0027959356,0.002804524,0.0004252039],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093908966,0.00007740227,0.0008072496,0.51082563,0.0017440153,0.00020580617,0.0010343716,0.00041994068,0.0005466009,0.010834012,0.008405977,0.4650051],"study_design_scores_gemma":[0.000032995682,0.000108945336,0.001996596,0.7298539,0.005108106,0.0005454987,0.0017020907,0.00022286779,0.00033557077,0.00578447,0.2542538,0.000055151133],"about_ca_topic_score_codex":0.008081497,"about_ca_topic_score_gemma":0.02038602,"teacher_disagreement_score":0.013546281,"about_ca_system_score_codex":0.0038843828,"about_ca_system_score_gemma":0.019873686,"threshold_uncertainty_score":0.07164037},"labels":[],"label_agreement":null},{"id":"W2948354486","doi":"10.1111/jiec.12919","title":"From the urban metabolism to the urban immune system","year":2019,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Sustainability; Urban resilience; Climate change; Urban metabolism; Resilience (materials science); Industrial ecology; Face (sociological concept); Psychological resilience; Urbanization; Environmental planning; Business; Environmental resource management; Urban planning; Risk analysis (engineering); Ecology; Urban density; Sociology; Geography; Environmental science; Biology","score_opus":0.013130294647105845,"score_gpt":0.20742819130592707,"score_spread":0.19429789665882122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948354486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84192395,0.011348789,0.05935994,0.014264832,0.00036752824,0.000041798856,0.00023027092,0.000071344606,0.07239152],"genre_scores_gemma":[0.99441046,0.0013314429,0.0012969624,0.00025215713,0.00008549916,0.0000071863774,0.000017373357,0.000006526476,0.0025924665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99984014,0.000079691155,0.0000035050098,0.000021904161,0.000013852778,0.000040940824],"domain_scores_gemma":[0.9996966,0.0001249779,0.00005129053,0.000024329533,0.0000408868,0.00006201279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027710342,0.00026830958,0.00026577784,0.00044861034,0.00026332642,0.0017010698,0.00029988185,0.00040070084,0.0055723367],"category_scores_gemma":[0.0009354625,0.00014848297,0.00024183985,0.00033157246,0.00130262,0.0015373387,0.00086426554,0.0005376872,0.0002443064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028239243,0.00023251574,0.059060317,0.00034019107,0.00020039198,0.001165968,0.0011703691,0.06786441,0.008388579,0.7395607,0.0061239325,0.115610264],"study_design_scores_gemma":[0.000047848396,0.0004073484,0.08130351,0.00023859128,0.00012317848,0.001072915,0.004271587,0.10690319,0.001829745,0.7781406,0.025597155,0.00006441396],"about_ca_topic_score_codex":0.0019062326,"about_ca_topic_score_gemma":0.0030451904,"teacher_disagreement_score":0.0055723367,"about_ca_system_score_codex":0.000503589,"about_ca_system_score_gemma":0.00042494212,"threshold_uncertainty_score":0.018641353},"labels":[],"label_agreement":null},{"id":"W2949243189","doi":"10.1111/jiec.12917","title":"Life cycle assessment and socioeconomic evaluation of the illicit crop substitution policy in Colombia","year":2019,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"","keywords":"Socioeconomic status; Business; Coca; Agriculture; Agricultural economics; Natural resource economics; Economics; Agricultural science; Geography; Environmental science","score_opus":0.02362509459679939,"score_gpt":0.309006015638874,"score_spread":0.2853809210420746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949243189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986051,0.0004960646,0.0005514103,0.00060470594,0.0000119629285,0.000069944756,0.0019645619,0.000013026146,0.010237395],"genre_scores_gemma":[0.99722654,0.00019434534,0.00023882119,0.000018592576,0.0000021960611,0.000016024196,0.00046286368,0.0000031657833,0.0018373734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996679,0.00013205419,0.00001320185,0.000028014334,0.000037518224,0.00012134442],"domain_scores_gemma":[0.99913126,0.00035954211,0.00012526246,0.000042367483,0.00023415594,0.00010739781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000885046,0.00027889246,0.00025472505,0.00090303365,0.0005028009,0.001580128,0.00052089494,0.0004642821,0.0036499451],"category_scores_gemma":[0.0021666011,0.00013497089,0.00031672334,0.00096734765,0.00033505898,0.00065017614,0.00049870653,0.00042063597,0.00013246837],"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":[0.0031577882,0.0010530143,0.43026313,0.0005376499,0.00037664693,0.0019264036,0.001055262,0.4043002,0.0045858123,0.052154377,0.0090228,0.09156692],"study_design_scores_gemma":[0.00023091532,0.0011166043,0.4857794,0.00014416917,0.000381344,0.00025768968,0.009011085,0.4489235,0.0052266885,0.0115485815,0.037217285,0.00016262937],"about_ca_topic_score_codex":0.33831885,"about_ca_topic_score_gemma":0.41040766,"teacher_disagreement_score":0.33831885,"about_ca_system_score_codex":0.011326978,"about_ca_system_score_gemma":0.0032372447,"threshold_uncertainty_score":0.6726992},"labels":[],"label_agreement":null},{"id":"W2972633702","doi":"10.1111/jiec.12944","title":"Winners of the 2018 Graedel Prizes: The <i>Journal of Industrial Ecology</i> best paper prizes","year":2019,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Haven; Library science; Industrial ecology; Citation; Management; Sociology; Ecology; Computer science; Economics","score_opus":0.02232470671774432,"score_gpt":0.21769924993905973,"score_spread":0.19537454322131542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972633702","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008029357,0.009588237,0.0023236517,0.19858418,0.63058144,0.00021008815,0.0029696808,0.0005528225,0.14716052],"genre_scores_gemma":[0.052256215,0.0051336274,0.0017295921,0.01830961,0.10931038,0.00029791775,0.003356637,0.0009664409,0.8086396],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604934,0.00037106988,0.00012525322,0.00038024288,0.0019039133,0.0011701502],"domain_scores_gemma":[0.9854429,0.00035249913,0.00033413153,0.0002879269,0.0034910764,0.010091505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052463715,0.0016154313,0.0015438176,0.0019786083,0.0028375497,0.012670781,0.0015115242,0.004820146,0.087264776],"category_scores_gemma":[0.009395386,0.00037550213,0.0011583572,0.0010006106,0.0012797907,0.0026301038,0.00510394,0.0055341674,0.052244894],"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":[0.00008765821,0.000033022556,0.00023037361,0.000030030957,0.000012881784,0.00004332631,0.000016099571,0.000069525646,0.0001662043,0.0026234067,0.98408407,0.012603345],"study_design_scores_gemma":[0.000065252956,0.000103820355,0.0029463777,0.000071598784,0.000012409439,0.000078506244,0.0001581309,0.00040661113,0.00029624757,0.0044320854,0.9913906,0.00003826885],"about_ca_topic_score_codex":0.0018918981,"about_ca_topic_score_gemma":0.0054143933,"teacher_disagreement_score":0.087264776,"about_ca_system_score_codex":0.0032404792,"about_ca_system_score_gemma":0.004580495,"threshold_uncertainty_score":0.29192978},"labels":[],"label_agreement":null},{"id":"W2975976979","doi":"10.1111/jiec.12945","title":"Lifting the veil on the correction of double counting incidents in hybrid life cycle assessment","year":2019,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Notation; Computer science; Life-cycle assessment; Product (mathematics); Representation (politics); Industrial ecology; Data mining; Risk analysis (engineering); Mathematics; Arithmetic; Sustainability; Production (economics); Business","score_opus":0.018993813350666827,"score_gpt":0.2684027742197745,"score_spread":0.24940896086910766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975976979","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010272486,0.00080028945,0.9836373,0.0014055184,0.00040292172,0.00008956767,0.00011305776,0.0005653201,0.0027136542],"genre_scores_gemma":[0.1921769,0.00071908615,0.80351454,0.0005023713,0.00028920933,0.00024091768,0.00016385707,0.0005782413,0.001814832],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.927194,0.04379873,0.0040679844,0.0052319625,0.018685116,0.0010221963],"domain_scores_gemma":[0.79907846,0.115724884,0.018518208,0.033485055,0.032267492,0.0009259849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05032466,0.0018869954,0.0013815226,0.0053910785,0.0017744816,0.0067142514,0.0037467144,0.0020628122,0.0022481135],"category_scores_gemma":[0.17315312,0.0007297116,0.0017615729,0.004780741,0.005383158,0.008669201,0.0061042495,0.0053870967,0.00083095906],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002739112,0.00013369367,0.013513204,0.0011615048,0.00043123114,0.00035084996,0.0025814616,0.044364985,0.004414846,0.24250554,0.00846076,0.68180794],"study_design_scores_gemma":[0.000121020596,0.00045713744,0.0122933285,0.0034933314,0.00042799028,0.0014690399,0.0027476603,0.3569739,0.037959915,0.46506298,0.11826729,0.00072642625],"about_ca_topic_score_codex":0.0048454143,"about_ca_topic_score_gemma":0.0046394933,"teacher_disagreement_score":0.05032466,"about_ca_system_score_codex":0.0028229,"about_ca_system_score_gemma":0.0045755818,"threshold_uncertainty_score":0.26614547},"labels":[],"label_agreement":null},{"id":"W2981000588","doi":"10.1111/jiec.12954","title":"Life cycle assessment of emerging technologies: Evaluation techniques at different stages of market and technical maturity","year":2019,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":210,"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; University of Calgary","funders":"University of Calgary; Engineering and Physical Sciences Research Council; U.S. Department of Energy","keywords":"Emerging technologies; Maturity (psychological); Context (archaeology); Life-cycle assessment; Computer science; Emerging markets; Technology readiness level; Set (abstract data type); Industrial ecology; Data science; Risk analysis (engineering); Process management; Management science; Business; Systems engineering; Engineering; Production (economics); Sustainability; Economics","score_opus":0.017930060891691323,"score_gpt":0.30738835137028725,"score_spread":0.28945829047859595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981000588","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41603482,0.002710377,0.53517056,0.00081960764,0.00006004592,0.0022979593,0.0016269832,0.00047902012,0.04080074],"genre_scores_gemma":[0.82234013,0.0010621474,0.17240617,0.00006239719,0.000023457886,0.001420418,0.0005985664,0.000080831705,0.0020058565],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98955244,0.0057276958,0.00074769976,0.000467207,0.0032070775,0.00029790297],"domain_scores_gemma":[0.9576149,0.023461876,0.004164239,0.0011711242,0.013205219,0.00038270958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022155605,0.00073506095,0.00052044756,0.00878612,0.0007274813,0.004127068,0.00094086496,0.0007406761,0.0025703912],"category_scores_gemma":[0.049929403,0.0003526312,0.0010192872,0.0068314984,0.0009091794,0.004872922,0.0019538167,0.0011006733,0.0004634201],"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":[0.0010552933,0.00082835427,0.1596842,0.001770455,0.00038994537,0.00022477792,0.008764952,0.08778091,0.012035351,0.049146783,0.0030229427,0.675296],"study_design_scores_gemma":[0.0001580873,0.0038273148,0.20537873,0.0016882935,0.0005312634,0.00050126325,0.02225572,0.59061766,0.056301847,0.085379876,0.03275878,0.00060122],"about_ca_topic_score_codex":0.0041516363,"about_ca_topic_score_gemma":0.0045859097,"teacher_disagreement_score":0.022155605,"about_ca_system_score_codex":0.002564647,"about_ca_system_score_gemma":0.0018361056,"threshold_uncertainty_score":0.11717141},"labels":[],"label_agreement":null},{"id":"W2999762634","doi":"10.1111/jiec.12979","title":"Hybridization of complete PLCA and MRIO databases for a comprehensive product system coverage","year":2020,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Hydro-Québec","keywords":"Database; Computer science; Truncation (statistics); Product (mathematics); Process (computing); Completeness (order theory); Data mining; Mathematics","score_opus":0.08664753929640027,"score_gpt":0.2750023732293209,"score_spread":0.18835483393292063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999762634","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21365376,0.0012611747,0.20877305,0.0022318377,0.000278143,0.0011483284,0.4321098,0.06316604,0.07737791],"genre_scores_gemma":[0.26542243,0.0006145542,0.15067883,0.0005265338,0.00007172566,0.0006783035,0.5705984,0.0034895882,0.007919579],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99773175,0.00036504623,0.00031153805,0.00056194945,0.00085175975,0.00017804069],"domain_scores_gemma":[0.9887877,0.00337481,0.0008952404,0.0037774479,0.0027762337,0.00038858483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031445455,0.0008279217,0.0009509026,0.0062617883,0.00067165826,0.002533373,0.0014654002,0.0008522487,0.0122251185],"category_scores_gemma":[0.013846345,0.0006324469,0.0012893043,0.007267672,0.00027543638,0.0039044728,0.0021676568,0.0009824281,0.0066450997],"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":[0.0030959947,0.0013327268,0.058599856,0.003781636,0.0007082927,0.0017167539,0.0030674168,0.0199048,0.099400885,0.02486945,0.2433733,0.5401489],"study_design_scores_gemma":[0.00027299844,0.0004307001,0.09191392,0.0008599261,0.0007140094,0.0012676698,0.0026650957,0.10370124,0.06788722,0.013089195,0.71689165,0.000306416],"about_ca_topic_score_codex":0.01007559,"about_ca_topic_score_gemma":0.009993807,"teacher_disagreement_score":0.0122251185,"about_ca_system_score_codex":0.0009223427,"about_ca_system_score_gemma":0.0021786108,"threshold_uncertainty_score":0.04089713},"labels":[],"label_agreement":null},{"id":"W3005111528","doi":"10.1111/jiec.12990","title":"Bringing a life cycle perspective to emerging technology development","year":2020,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Green IT and Sustainability","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Alfred P. Sloan Foundation","keywords":"Perspective (graphical); Technology development; Industrial ecology; Environmental ethics; Engineering ethics; Sustainability; Computer science; Biology; Engineering; Ecology; Philosophy","score_opus":0.02064527043048699,"score_gpt":0.23870409994309413,"score_spread":0.21805882951260713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005111528","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045044575,0.034569025,0.3604663,0.10361216,0.0032207372,0.00016387722,0.00062569947,0.00019561034,0.45210195],"genre_scores_gemma":[0.86930186,0.02980627,0.04462102,0.00738476,0.0017396318,0.00019536824,0.00025257273,0.00019444036,0.046504144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993899,0.00028202994,0.00002327786,0.00005868076,0.00014679505,0.00009935368],"domain_scores_gemma":[0.99824715,0.0009489276,0.00010985734,0.00012693422,0.00036309997,0.00020410822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014999841,0.00078919635,0.00040846033,0.0019157312,0.0011945718,0.0042776987,0.0011166502,0.002243188,0.008270656],"category_scores_gemma":[0.002659196,0.0003006817,0.00062990293,0.0013483835,0.0042590294,0.008080033,0.0019258519,0.0026687027,0.0007614379],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007813463,0.00004220817,0.0004688985,0.00006938778,0.0000074676113,0.00014267828,0.00025990373,0.003266295,0.00025266618,0.97745967,0.0033709314,0.0146520445],"study_design_scores_gemma":[0.0000039549973,0.0000376975,0.00043003185,0.00012151239,0.000008220775,0.00008680638,0.0007484202,0.0030252554,0.00042049785,0.8661067,0.12899897,0.000011916014],"about_ca_topic_score_codex":0.003981551,"about_ca_topic_score_gemma":0.0055812565,"teacher_disagreement_score":0.008270656,"about_ca_system_score_codex":0.003307986,"about_ca_system_score_gemma":0.002299712,"threshold_uncertainty_score":0.027668059},"labels":[],"label_agreement":null},{"id":"W3007592126","doi":"10.1111/jiec.12994","title":"The energy embodied in the first and second industrial revolutions","year":2020,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Economics; Industrialisation; Embodied energy; Consumption (sociology); Openness to experience; Industrial Revolution; Sustainability; Natural resource economics; Capital (architecture); Coal; Economy; Economic system; Market economy; Political science; Engineering; Sociology","score_opus":0.05033481854485195,"score_gpt":0.2706511987580564,"score_spread":0.22031638021320443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007592126","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40205792,0.021258114,0.0024443276,0.021318015,0.0007457611,0.00001709229,0.0005377933,0.000029593783,0.55159134],"genre_scores_gemma":[0.97792715,0.0033734941,0.00026650736,0.000412371,0.00019331311,0.000007800279,0.00008140427,0.000018814213,0.01771933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993624,0.00012652294,0.00001741861,0.00007890428,0.00017167548,0.00024315823],"domain_scores_gemma":[0.99949646,0.00020507685,0.000072658615,0.0000769888,0.000098173965,0.00005057169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007750671,0.00027255138,0.00032174744,0.0013086968,0.00126014,0.0043654153,0.00029932367,0.001574994,0.0064840657],"category_scores_gemma":[0.0021259533,0.00018428398,0.0003031887,0.0019401052,0.0050677294,0.0035914553,0.0018336863,0.0019810495,0.00040362272],"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":[0.00023727026,0.00005215567,0.0039319806,0.00009194131,0.000023075794,0.00016923016,0.0015981842,0.001954943,0.0010732136,0.9527491,0.0018598833,0.03625908],"study_design_scores_gemma":[0.000039606657,0.000121600184,0.06293208,0.00053852133,0.00004507638,0.00033023514,0.008019913,0.0015918448,0.0030203685,0.6046482,0.31865042,0.00006212904],"about_ca_topic_score_codex":0.0058375504,"about_ca_topic_score_gemma":0.010856296,"teacher_disagreement_score":0.0064840657,"about_ca_system_score_codex":0.0051522315,"about_ca_system_score_gemma":0.0018103601,"threshold_uncertainty_score":0.037382185},"labels":[],"label_agreement":null},{"id":"W3023880899","doi":"10.1111/jiec.13010","title":"Rethinking environmental LCA life stages for transport infrastructure to facilitate holistic assessment","year":2020,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Industrial ecology; Life-cycle assessment; Demolition; Product (mathematics); Land use; Product life-cycle management; Environmental impact assessment; Business; Environmental economics; Process (computing); Clearing; Environmental resource management; Environmental planning; Production (economics); Environmental science; Computer science; Sustainability; Engineering; Civil engineering; Economics","score_opus":0.08160649719387517,"score_gpt":0.28879904598203243,"score_spread":0.20719254878815727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023880899","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4417264,0.0013119796,0.48609385,0.0039509386,0.0003917376,0.0009209605,0.0038293754,0.0017589576,0.060015872],"genre_scores_gemma":[0.7748688,0.0005830217,0.21696846,0.00024859252,0.00003047311,0.00021191257,0.001157074,0.0003309802,0.005600642],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991823,0.00024410969,0.000055633973,0.000090803296,0.00031600232,0.00011114677],"domain_scores_gemma":[0.99677855,0.0008974933,0.00029665956,0.0004249959,0.0014697183,0.00013248067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023788172,0.0007624919,0.0003637841,0.0016137533,0.00091355457,0.0030577963,0.0010830176,0.0007794916,0.005052248],"category_scores_gemma":[0.0063237124,0.00045394126,0.0011461857,0.001138006,0.0007522452,0.0043408154,0.0017924987,0.0015819022,0.00093421363],"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":[0.00035260746,0.00048151801,0.10233136,0.0011342723,0.0002731165,0.00052521075,0.0032953187,0.19652744,0.048915662,0.082654916,0.014391797,0.54911673],"study_design_scores_gemma":[0.000048780938,0.00071010337,0.11432989,0.0013527723,0.00035452604,0.00042788728,0.008415562,0.5871543,0.047174606,0.1104901,0.12916964,0.00037184957],"about_ca_topic_score_codex":0.031337116,"about_ca_topic_score_gemma":0.079385996,"teacher_disagreement_score":0.031337116,"about_ca_system_score_codex":0.002654728,"about_ca_system_score_gemma":0.003437408,"threshold_uncertainty_score":0.062309444},"labels":[],"label_agreement":null},{"id":"W3024167179","doi":"10.1111/jiec.13014","title":"Energy and capital","year":2020,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Capital intensity; Physical capital; Fixed capital; Economics; Capital formation; Capital deepening; Capital (architecture); Financial capital; Monetary economics; Energy intensity; Cost of capital; Capital good; Macroeconomics; Economy; Market economy; Energy consumption; Goods and services; Engineering; Human capital","score_opus":0.03567210162248015,"score_gpt":0.26667467864874494,"score_spread":0.2310025770262648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024167179","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032276807,0.019037671,0.0011940182,0.037276786,0.0017692094,0.0000143604875,0.00017536266,0.00003369642,0.9372713],"genre_scores_gemma":[0.21424656,0.022022909,0.0009689922,0.008409275,0.0019176443,0.00006541387,0.0002457625,0.00006244795,0.75206095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99964297,0.0000716877,0.000013936646,0.000056938377,0.00014953571,0.00006491098],"domain_scores_gemma":[0.9996264,0.000094751806,0.000031627653,0.00010172541,0.000089221845,0.000056281497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054816646,0.0004751368,0.00032922457,0.0010164323,0.0014245076,0.005331419,0.0003383563,0.00214643,0.040168427],"category_scores_gemma":[0.0018207618,0.00017728526,0.00016372974,0.001610536,0.0035008457,0.0046094977,0.0019296859,0.0018556885,0.006387592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008542902,0.000012497792,0.00025676365,0.00002610344,0.000003815827,0.000023424112,0.0002003816,0.00010488352,0.0000748156,0.9054487,0.06457408,0.029266031],"study_design_scores_gemma":[0.000003796695,0.00000687833,0.0005784043,0.00010907153,0.0000035126213,0.000046475627,0.00030349617,0.000067949644,0.00008955344,0.25868002,0.7401063,0.0000045269985],"about_ca_topic_score_codex":0.0060168644,"about_ca_topic_score_gemma":0.011015243,"teacher_disagreement_score":0.040168427,"about_ca_system_score_codex":0.0028947322,"about_ca_system_score_gemma":0.0029748585,"threshold_uncertainty_score":0.13437682},"labels":[],"label_agreement":null},{"id":"W3027258005","doi":"10.1111/jiec.13012","title":"Methodological review and detailed guidance for the life cycle interpretation phase","year":2020,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":190,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; University of Alberta","funders":"","keywords":"Interpretation (philosophy); Phase (matter); Industrial ecology; Management science; Computer science; Economics; Chemistry; Biology; Sustainability; Ecology","score_opus":0.14967402991488357,"score_gpt":0.3804821717468091,"score_spread":0.23080814183192552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027258005","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002605451,0.19230749,0.40180063,0.11316399,0.021732768,0.19420496,0.020776352,0.002128659,0.051279686],"genre_scores_gemma":[0.010268435,0.07456676,0.66409636,0.022280302,0.0028428275,0.20477697,0.008206108,0.0008134237,0.012148851],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.73595595,0.14983353,0.06530429,0.009728667,0.036198676,0.002978895],"domain_scores_gemma":[0.5443546,0.19961268,0.03317041,0.040041305,0.17921329,0.003607691],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2881545,0.0034278068,0.0052240617,0.03005678,0.004727411,0.011928486,0.00791305,0.009018987,0.038308874],"category_scores_gemma":[0.4778603,0.0028287491,0.010362996,0.024557276,0.004380816,0.013188311,0.010058658,0.008950322,0.016652994],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044315978,0.00021800236,0.00136181,0.16885889,0.000861775,0.00045432692,0.010273351,0.0014314216,0.0013251744,0.0950304,0.2515243,0.46821743],"study_design_scores_gemma":[0.0002694763,0.00015017437,0.0010133334,0.18334271,0.0008823107,0.00022074561,0.0026018538,0.00062224653,0.00089088595,0.03351257,0.7763325,0.00016115507],"about_ca_topic_score_codex":0.010320094,"about_ca_topic_score_gemma":0.017746704,"teacher_disagreement_score":0.2881545,"about_ca_system_score_codex":0.01619797,"about_ca_system_score_gemma":0.11278629,"threshold_uncertainty_score":0.87783223},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W3033721316","doi":"10.1111/jiec.13018","title":"LC‐IMPACT: A regionalized life cycle damage assessment method","year":2020,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":235,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Life-cycle assessment; Impact assessment; Environmental science; Human health; Environmental resource management; Reliability (semiconductor); Scale (ratio); Industrial ecology; Environmental impact assessment; Environmental economics; Computer science; Geography; Ecology; Environmental health; Cartography; Economics; Biology; Production (economics)","score_opus":0.043227842061342815,"score_gpt":0.34188335041743223,"score_spread":0.2986555083560894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033721316","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006432465,0.00017121965,0.98255044,0.000121668025,0.000026989459,0.00024813175,0.0027073952,0.0023280608,0.0054136286],"genre_scores_gemma":[0.17235067,0.00028552397,0.8170093,0.00015009867,0.000068574125,0.00084482983,0.005460378,0.00076490303,0.003065642],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99840206,0.00056689465,0.00013198651,0.00026431828,0.0005396995,0.00009502708],"domain_scores_gemma":[0.9965612,0.0014774395,0.0004792335,0.00050563953,0.0008976469,0.00007877877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032521712,0.0010349986,0.0006410024,0.004501601,0.0004317554,0.0016238163,0.0014207156,0.00080225524,0.007734393],"category_scores_gemma":[0.009177671,0.00040982466,0.001457349,0.002899902,0.0005587941,0.0014677522,0.0018865902,0.0011358882,0.0019305798],"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":[0.00024585458,0.00015234697,0.016689729,0.00045460288,0.00039969932,0.00027895524,0.00026221084,0.51855016,0.0045186407,0.04236135,0.01880147,0.39728495],"study_design_scores_gemma":[0.000039851766,0.000068711386,0.004546846,0.000076413184,0.00007741647,0.00022810328,0.000100214085,0.9438147,0.002403989,0.026613822,0.021959785,0.00007022762],"about_ca_topic_score_codex":0.00667143,"about_ca_topic_score_gemma":0.0059060054,"teacher_disagreement_score":0.007734393,"about_ca_system_score_codex":0.0013055843,"about_ca_system_score_gemma":0.0015086577,"threshold_uncertainty_score":0.025874078},"labels":[],"label_agreement":null},{"id":"W3035723385","doi":"10.1111/jiec.13040","title":"Transforming the coal and steel nexus for China's eco‐civilization: Interplay between rail and energy infrastructure","year":2020,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Coal; Nexus (standard); Renewable energy; Natural resource economics; China; Fossil fuel; Material flow analysis; Business; Clean coal; Economy; Engineering; Waste management; Economics; Geography","score_opus":0.014562421365253686,"score_gpt":0.24982786335888835,"score_spread":0.23526544199363467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035723385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80912834,0.0010551456,0.0022237387,0.023229355,0.000103323,0.000044871427,0.00018758725,0.00006315322,0.16396448],"genre_scores_gemma":[0.9962011,0.0001892037,0.00014707711,0.00033847726,0.00000926917,0.00000660869,0.000019481233,0.000004387056,0.0030843755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9995122,0.00006852579,0.000009014037,0.000044383374,0.000074900905,0.00029095073],"domain_scores_gemma":[0.999595,0.0000502554,0.000059775688,0.0000257436,0.00007921764,0.00018994971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005241805,0.00024275444,0.00016242296,0.001028539,0.002471252,0.00396532,0.000454314,0.0011746051,0.0108010415],"category_scores_gemma":[0.00079353777,0.00011707832,0.0002653899,0.0010569582,0.003357445,0.002163423,0.0031012886,0.00092941686,0.00032567265],"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":[0.00011288359,0.00015538039,0.094225585,0.00016469198,0.00010814432,0.0013341293,0.0092619825,0.004965178,0.0057063755,0.81068236,0.013328303,0.059954975],"study_design_scores_gemma":[0.00007372777,0.0002966436,0.38822776,0.00030824527,0.00019742311,0.0002565889,0.061803393,0.01078883,0.0034622974,0.22556187,0.30889103,0.00013226467],"about_ca_topic_score_codex":0.09162585,"about_ca_topic_score_gemma":0.27028936,"teacher_disagreement_score":0.09162585,"about_ca_system_score_codex":0.0066592884,"about_ca_system_score_gemma":0.01966924,"threshold_uncertainty_score":0.18218505},"labels":[],"label_agreement":null},{"id":"W3036527843","doi":"10.1111/jiec.13023","title":"Linking service provision to material cycles: A new framework for studying the resource efficiency–climate change (RECC) nexus","year":2020,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":70,"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":"Israel Science Foundation","keywords":"Resource efficiency; Nexus (standard); Industrial ecology; Material flow analysis; Material efficiency; Environmental economics; Material flow; Life-cycle assessment; Efficient energy use; Greenhouse gas; Business; Sustainability; Environmental resource management; Production (economics); Environmental science; Computer science; Engineering; Economics","score_opus":0.0792801132951001,"score_gpt":0.2978539149846378,"score_spread":0.21857380168953772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036527843","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05763708,0.004605719,0.8212768,0.009521803,0.0004050774,0.0002613085,0.001208503,0.000276998,0.104806736],"genre_scores_gemma":[0.81382287,0.0034890783,0.17401521,0.00055162236,0.00036891058,0.00056615565,0.00038134755,0.00018067262,0.006624069],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986945,0.00077779684,0.000041716663,0.00019022399,0.00015378943,0.0001420086],"domain_scores_gemma":[0.998283,0.00096717407,0.00020784186,0.00017419829,0.00019541608,0.0001722754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018428322,0.001311328,0.00072811946,0.0025942987,0.001419293,0.0042547225,0.0018629478,0.0019815434,0.0071366094],"category_scores_gemma":[0.002624742,0.0005380228,0.0018232638,0.0025579701,0.004857171,0.004057605,0.0030386932,0.0028069066,0.00045628523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014496624,0.00007495835,0.0012014004,0.00008550338,0.000041715433,0.00009284066,0.00017072476,0.25522995,0.0003922053,0.7344505,0.0013134357,0.0069323285],"study_design_scores_gemma":[0.00001275533,0.000051446063,0.001092681,0.00011114088,0.00003164426,0.00005315203,0.00044999094,0.45278955,0.00027090037,0.5194935,0.025598086,0.00004523257],"about_ca_topic_score_codex":0.023509935,"about_ca_topic_score_gemma":0.011901938,"teacher_disagreement_score":0.023509935,"about_ca_system_score_codex":0.004353122,"about_ca_system_score_gemma":0.002708807,"threshold_uncertainty_score":0.046746135},"labels":[],"label_agreement":null},{"id":"W3045514737","doi":"10.1111/jiec.13051","title":"Quantifying environmental impacts of primary aluminum ingot production and consumption: A trade‐linked multilevel life cycle assessment","year":2020,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Life-cycle assessment; Ingot; Industrial ecology; Production (economics); Consumption (sociology); Primary (astronomy); Environmental science; Business; Environmental impact assessment; Natural resource economics; Sustainability; Materials science; Economics; Metallurgy; Political science; Ecology","score_opus":0.07307163653800598,"score_gpt":0.2940407704571577,"score_spread":0.22096913391915174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045514737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824201,0.00019958414,0.012598736,0.00015230259,0.000007413824,0.000105116196,0.0015798504,0.00003919441,0.0028977783],"genre_scores_gemma":[0.99326766,0.00012296568,0.0049108076,0.000022405999,0.0000040192663,0.000059759244,0.0007177343,0.000013318738,0.0008813266],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958855,0.00015244316,0.000018218618,0.00007795738,0.00008088006,0.000081960374],"domain_scores_gemma":[0.9990368,0.00052328676,0.00014340895,0.00010589087,0.00013552538,0.000055120396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013822964,0.00077429746,0.0006373753,0.0011179966,0.00038474827,0.0012710262,0.0009360358,0.0011967135,0.0023435736],"category_scores_gemma":[0.0016386369,0.0005643086,0.002819387,0.0012121877,0.00043850596,0.0016990653,0.0014955115,0.0005760048,0.00021202765],"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":[0.00039111348,0.00024969678,0.04202806,0.00011676498,0.0007919629,0.00013481942,0.00004833526,0.93112177,0.006982254,0.0024730004,0.00020551684,0.015456741],"study_design_scores_gemma":[0.000026454509,0.0006035647,0.046266545,0.000021101632,0.00039767462,0.000035414767,0.00013364908,0.9440896,0.0036683155,0.0038826878,0.00083841936,0.000036524874],"about_ca_topic_score_codex":0.028264659,"about_ca_topic_score_gemma":0.037932288,"teacher_disagreement_score":0.028264659,"about_ca_system_score_codex":0.0022547878,"about_ca_system_score_gemma":0.0013040266,"threshold_uncertainty_score":0.056200325},"labels":[],"label_agreement":null},{"id":"W3081090124","doi":"10.1111/jiec.13061","title":"Winners of the 2019 Graedel Prizes: The <i>Journal of Industrial Ecology</i> Best Paper Prizes","year":2020,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Haven; Library science; Industrial ecology; Citation; Management; Sociology; Ecology; Computer science; Economics","score_opus":0.03258847302926159,"score_gpt":0.22127828471130823,"score_spread":0.18868981168204663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081090124","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060552075,0.0094517525,0.0020821826,0.19516924,0.62966007,0.00020513004,0.0032790962,0.0005036338,0.15359369],"genre_scores_gemma":[0.042841177,0.005245685,0.0015656787,0.02185402,0.09092085,0.00023734172,0.0036480487,0.000793427,0.8328938],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964735,0.00034277185,0.00011104775,0.0003193943,0.0016618107,0.0010914293],"domain_scores_gemma":[0.98672014,0.0003125501,0.00027395142,0.00025836745,0.0030267406,0.009408225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005526305,0.0014924926,0.0014597907,0.0018857698,0.0027533115,0.012433307,0.0014601753,0.0047111865,0.0958801],"category_scores_gemma":[0.0080195395,0.00037219303,0.0011625079,0.0010112167,0.0012660495,0.0023279816,0.0048213475,0.005590659,0.06643086],"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":[0.00007760016,0.000029078534,0.000187855,0.00002959053,0.000010660996,0.00003693469,0.000011328771,0.000059371934,0.00014842581,0.0022087917,0.9863484,0.010851974],"study_design_scores_gemma":[0.000060218958,0.00009519999,0.0029994983,0.00006438593,0.000011253779,0.000066962326,0.00013494653,0.00034602662,0.00025516594,0.0032352456,0.9926972,0.00003397566],"about_ca_topic_score_codex":0.0025184564,"about_ca_topic_score_gemma":0.007610485,"teacher_disagreement_score":0.0958801,"about_ca_system_score_codex":0.0031285998,"about_ca_system_score_gemma":0.0056598736,"threshold_uncertainty_score":0.32075083},"labels":[],"label_agreement":null},{"id":"W3093404194","doi":"10.1111/jiec.13077","title":"A biophysical model of the industrial revolution","year":2020,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Industrialisation; Economics; Capital (architecture); Productivity; Agricultural productivity; Natural resource economics; Urbanization; Agriculture; Openness to experience; Technological change; Economy; Macroeconomics; Market economy; Economic growth","score_opus":0.08331758287404446,"score_gpt":0.2834219177599297,"score_spread":0.20010433488588525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093404194","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16837375,0.0025430087,0.101889476,0.05769911,0.00068398897,0.00008143624,0.0012250898,0.00027498443,0.6672292],"genre_scores_gemma":[0.94717234,0.0014876163,0.004928303,0.00073446694,0.00025792423,0.000063054125,0.00015592611,0.000064105196,0.04513639],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972326,0.00013665545,0.000007996521,0.00003408095,0.00004179414,0.000056219462],"domain_scores_gemma":[0.99944645,0.00022654232,0.000042592394,0.0000675724,0.00007815501,0.00013877817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058895926,0.0003398625,0.0004896776,0.00074517843,0.0012930041,0.003137291,0.001377772,0.0023613148,0.014123801],"category_scores_gemma":[0.0018488712,0.000294489,0.00066665246,0.0010414792,0.0023700802,0.0027880776,0.0012873018,0.0016222378,0.0012797859],"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":[0.000010173459,0.00002559818,0.0001624777,0.00000864567,0.0000040371892,0.000045632292,0.000080740014,0.035958823,0.00008169409,0.9608245,0.0016725718,0.0011252962],"study_design_scores_gemma":[0.000027132483,0.000012469573,0.00030241135,0.000013458877,0.000004957888,0.000035077,0.00018744422,0.09111602,0.000020300215,0.8991736,0.009095627,0.000011535418],"about_ca_topic_score_codex":0.017947257,"about_ca_topic_score_gemma":0.010379862,"teacher_disagreement_score":0.017947257,"about_ca_system_score_codex":0.0024838452,"about_ca_system_score_gemma":0.0020287018,"threshold_uncertainty_score":0.04724878},"labels":[],"label_agreement":null},{"id":"W3141447474","doi":"10.1111/jiec.13132","title":"Correcting remaining truncations in hybrid life cycle assessment database compilation","year":2021,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Database; Computer science; Unavailability; Process (computing); Product (mathematics); Life-cycle assessment; Production (economics); Reliability engineering; Engineering; Mathematics","score_opus":0.0340381424529454,"score_gpt":0.30337268171107795,"score_spread":0.26933453925813255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3141447474","genre_codex":"dataset","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08436115,0.0024392218,0.1640728,0.0013534107,0.0018453848,0.00045303325,0.6925324,0.021317618,0.0316249],"genre_scores_gemma":[0.24070281,0.0009228298,0.15260945,0.0007689921,0.00020995516,0.00076355337,0.58825356,0.005537293,0.010231529],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99110776,0.0018224382,0.0022366373,0.0016246181,0.002759285,0.00044927208],"domain_scores_gemma":[0.917531,0.026771205,0.0041333092,0.02981146,0.021191863,0.0005611763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010483916,0.00087787345,0.0008405937,0.0068686944,0.0014289308,0.0030841448,0.0020210827,0.0011303993,0.02015269],"category_scores_gemma":[0.06963818,0.0009272325,0.0013597691,0.008510169,0.00047152909,0.0032666775,0.0024898034,0.0014084908,0.009915013],"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":[0.0010976072,0.00020313598,0.061611567,0.0023996157,0.00084924034,0.00070254295,0.0008690003,0.044284888,0.006305574,0.021504978,0.5364461,0.3237258],"study_design_scores_gemma":[0.00020755525,0.00015238233,0.044052754,0.0011634359,0.0006103402,0.00076798775,0.0008482799,0.093687594,0.024782917,0.054663073,0.77879786,0.00026578715],"about_ca_topic_score_codex":0.018972408,"about_ca_topic_score_gemma":0.027628979,"teacher_disagreement_score":0.02015269,"about_ca_system_score_codex":0.0014205951,"about_ca_system_score_gemma":0.0034240885,"threshold_uncertainty_score":0.06741744},"labels":[],"label_agreement":null},{"id":"W3151297347","doi":"10.1111/jiec.13122","title":"A comprehensive set of global scenarios of housing, mobility, and material efficiency for material cycles and energy systems modeling","year":2021,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":78,"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":"Industrial ecology; Scenario analysis; Environmental economics; Life-cycle assessment; Resource efficiency; Computer science; Efficient energy use; Energy modeling; Built environment; Environmental resource management; Sustainability; Environmental science; Business; Civil engineering; Economics; Engineering; Ecology; Production (economics)","score_opus":0.028160344063174726,"score_gpt":0.2666319355304014,"score_spread":0.23847159146722666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151297347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6969027,0.00059365295,0.15755743,0.0012277534,0.0000886043,0.00089014095,0.035212595,0.00059479283,0.106932335],"genre_scores_gemma":[0.9129641,0.0005952977,0.07080615,0.000091619804,0.000010507093,0.0009232783,0.011393851,0.00006983887,0.0031452863],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99965644,0.0002139669,0.000015922831,0.000037364258,0.000040866915,0.000035406312],"domain_scores_gemma":[0.99960166,0.00019391847,0.000030470657,0.000073876785,0.00006870533,0.000031336906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085933163,0.000854147,0.00028135782,0.001054597,0.00042238904,0.00089929905,0.0006754266,0.0007116975,0.0037900063],"category_scores_gemma":[0.0016033874,0.00029940362,0.00093243073,0.002167328,0.00035817776,0.0012011222,0.00097209093,0.0006703007,0.00031235127],"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":[0.000041516905,0.00005124092,0.0040559517,0.00006192812,0.00004242167,0.00023154833,0.00013623686,0.959718,0.00049836515,0.025274795,0.0017860439,0.008101961],"study_design_scores_gemma":[0.0000797946,0.00022253023,0.010186079,0.00013983675,0.00010693809,0.00019791171,0.0011106364,0.8980178,0.0022176604,0.04688953,0.04073827,0.000093029026],"about_ca_topic_score_codex":0.009071345,"about_ca_topic_score_gemma":0.013888384,"teacher_disagreement_score":0.009071345,"about_ca_system_score_codex":0.0014288769,"about_ca_system_score_gemma":0.001179783,"threshold_uncertainty_score":0.01803708},"labels":[],"label_agreement":null},{"id":"W3151769979","doi":"10.1111/jiec.13129","title":"Life cycle assessment of an ecological living module equipped with conventional rooftop or integrated concentrating photovoltaics","year":2021,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Industrial ecology; Life-cycle assessment; Photovoltaic system; Photovoltaics; Environmental economics; Environmental resource management; Embodied energy; Grid; Work (physics); Architectural engineering; Computer science; Environmental science; Ecology; Sustainability; Engineering; Economics; Production (economics); Mechanical engineering; Geography","score_opus":0.029076178201713373,"score_gpt":0.2948235221214323,"score_spread":0.26574734391971894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151769979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99844176,0.000034426197,0.0010715919,0.0000034902214,0.0000016237509,0.000008127803,0.000101193975,0.000016985465,0.00032076403],"genre_scores_gemma":[0.99877626,0.000024133113,0.00052319746,0.0000035200294,6.160326e-7,0.000007475263,0.00011205663,0.0000038572457,0.0005490364],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999323,0.000012305047,0.0000028734053,0.000016390424,0.00001816069,0.00001803922],"domain_scores_gemma":[0.99984074,0.000053754025,0.000019332228,0.000013690376,0.000053386695,0.00001912359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023451204,0.0003144038,0.00028354363,0.000342114,0.00025137654,0.00020112189,0.00038058992,0.0003646217,0.0015782642],"category_scores_gemma":[0.00019626254,0.00008630002,0.000499516,0.00021839091,0.00014844388,0.00026318413,0.00018124277,0.0001216002,0.00020262979],"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":[0.0038767452,0.0009873852,0.07587533,0.00042715057,0.0003048751,0.0006556627,0.00025182488,0.28736633,0.5603244,0.0005606244,0.00045779222,0.06891193],"study_design_scores_gemma":[0.00010171399,0.012134795,0.13532412,0.000029401688,0.00039861238,0.00028959085,0.00031961332,0.48801097,0.36124286,0.0005390957,0.0015486245,0.000060603805],"about_ca_topic_score_codex":0.0021756948,"about_ca_topic_score_gemma":0.002461221,"teacher_disagreement_score":0.0021756948,"about_ca_system_score_codex":0.00039293323,"about_ca_system_score_gemma":0.00017628194,"threshold_uncertainty_score":0.005279839},"labels":[],"label_agreement":null},{"id":"W3154487913","doi":"10.1111/jiec.13140","title":"Aquatic micro‐ and nano‐plastics in life cycle assessment: Development of an effect factor for the quantification of their physical impact on biota","year":2021,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Université du Québec à Montréal","funders":"","keywords":"Biota; Biodiversity; Aquatic ecosystem; Litter; Environmental science; Life-cycle assessment; Ecology; Environmental resource management; Biology","score_opus":0.030296153736952963,"score_gpt":0.29293208953609035,"score_spread":0.26263593579913735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154487913","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4048851,0.005949157,0.56641585,0.0002432501,0.00013481919,0.00133143,0.0041173487,0.00068786315,0.016235169],"genre_scores_gemma":[0.7865254,0.0016248554,0.20717184,0.00012715677,0.000034134016,0.00095125736,0.0013205011,0.000076228716,0.0021687301],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99734515,0.00086961646,0.00017258627,0.00031916195,0.0011838925,0.00010948177],"domain_scores_gemma":[0.9925523,0.0046262736,0.00087338546,0.0005664101,0.0012936082,0.00008814649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006432709,0.0010730511,0.000728363,0.004515589,0.0002806722,0.00090542407,0.00046618414,0.0009543439,0.00201094],"category_scores_gemma":[0.0075689848,0.00024595176,0.0019873686,0.0023127054,0.00065543427,0.0011113712,0.0011305872,0.0006941606,0.000423268],"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":[0.00092342903,0.0009117435,0.17463124,0.0034798838,0.0008628847,0.00039477192,0.0005247464,0.16726407,0.14507036,0.009344065,0.0015476182,0.49504524],"study_design_scores_gemma":[0.00007084955,0.005970138,0.3534196,0.0010861107,0.0010053138,0.00089020014,0.0012579373,0.33035743,0.2500059,0.016798662,0.038687915,0.00044997307],"about_ca_topic_score_codex":0.0025800657,"about_ca_topic_score_gemma":0.0024974726,"teacher_disagreement_score":0.006432709,"about_ca_system_score_codex":0.0009652729,"about_ca_system_score_gemma":0.0005723065,"threshold_uncertainty_score":0.034019828},"labels":[],"label_agreement":null},{"id":"W3183954854","doi":"10.1111/jiec.13167","title":"Attributional and consequential life cycle assessments in a circular economy with integration of a quality indicator: A case study of cascading wood products","year":2021,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"FPInnovations; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Circular economy; Quality (philosophy); Perspective (graphical); Resource (disambiguation); Environmental economics; Industrial ecology; Life-cycle assessment; Popularity; Risk analysis (engineering); Business; Computer science; Sustainability; Economics; Production (economics); Microeconomics; Psychology; Ecology; Social psychology","score_opus":0.05106811241240252,"score_gpt":0.3269758930842887,"score_spread":0.2759077806718862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183954854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786664,0.000045575835,0.017590625,0.00021236605,0.0000073314895,0.00011249103,0.000102063466,0.00002722727,0.0032358621],"genre_scores_gemma":[0.99330056,0.000023462542,0.006079068,0.0000059593526,0.0000027895387,0.000018341507,0.000048928177,0.000006779959,0.0005140722],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977451,0.0013510572,0.00012414448,0.00023614493,0.00029664524,0.00024689216],"domain_scores_gemma":[0.96839404,0.02603962,0.0015675374,0.0014044362,0.0018351867,0.0007591676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009862518,0.00044875496,0.00041850118,0.0012415827,0.0011712305,0.0019815718,0.00155105,0.0013640397,0.0027646546],"category_scores_gemma":[0.026653405,0.00025358782,0.00084029743,0.0015523909,0.0014354562,0.0026049414,0.0017534348,0.0011614702,0.0001252011],"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":[0.0018335965,0.00199877,0.19342412,0.00023773997,0.00024198582,0.0031192861,0.0049897777,0.6205682,0.0022811384,0.080695696,0.000981945,0.089627676],"study_design_scores_gemma":[0.00005495526,0.00038847467,0.031198448,0.00003483508,0.000087959575,0.00016674245,0.002578523,0.9244612,0.0013243733,0.038448848,0.0011985209,0.000057031455],"about_ca_topic_score_codex":0.018677562,"about_ca_topic_score_gemma":0.021707376,"teacher_disagreement_score":0.018677562,"about_ca_system_score_codex":0.0025505265,"about_ca_system_score_gemma":0.0023486689,"threshold_uncertainty_score":0.052158594},"labels":[],"label_agreement":null},{"id":"W3185620547","doi":"10.1111/jiec.13173","title":"Quantifying uncertainty for AWARE characterization factors","year":2021,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Water resources management and optimization","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Polytechnique Montréal","funders":"","keywords":"Environmental science; Range (aeronautics); Water scarcity; Uncertainty analysis; Dispersion (optics); Econometrics; Statistics; Log-normal distribution; Work (physics); Uncertainty quantification; Watershed; Scarcity; Precipitation; Computer science; Water resources; Meteorology; Mathematics; Geography; Economics","score_opus":0.07129214289670414,"score_gpt":0.25320839013311114,"score_spread":0.18191624723640698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185620547","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14470331,0.0004857981,0.8495908,0.00054004707,0.00004920637,0.000060418122,0.00020855118,0.00018312571,0.00417876],"genre_scores_gemma":[0.96433926,0.00011480787,0.034774978,0.000051772447,0.00004099277,0.000031422245,0.000119793694,0.00004282613,0.00048408622],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99670404,0.0009755666,0.0001653833,0.0006822344,0.0011447193,0.00032804188],"domain_scores_gemma":[0.9780858,0.017179506,0.0013687098,0.0017522159,0.0013168385,0.00029689906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004132834,0.0013501388,0.000990555,0.0014672198,0.00061842485,0.0025455276,0.0010494076,0.0013459842,0.0014705502],"category_scores_gemma":[0.030155737,0.00063101697,0.0008556238,0.0011313063,0.0011257173,0.00591621,0.002016524,0.0013096095,0.000113409435],"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":[0.00021093371,0.00009068581,0.0069369627,0.00009035225,0.0001195889,0.00012005832,0.00012402683,0.8823486,0.0032265147,0.053602904,0.000517959,0.052611437],"study_design_scores_gemma":[0.0000038388125,0.000043413806,0.0013450471,0.00001673876,0.000024459425,0.000035907316,0.000037842405,0.9600733,0.0015572294,0.03651587,0.00032885012,0.000017461885],"about_ca_topic_score_codex":0.0022525995,"about_ca_topic_score_gemma":0.0018178929,"teacher_disagreement_score":0.004132834,"about_ca_system_score_codex":0.001379488,"about_ca_system_score_gemma":0.00096676167,"threshold_uncertainty_score":0.021856785},"labels":[],"label_agreement":null},{"id":"W3194836051","doi":"10.1111/jiec.13192","title":"Winners of the 2020 Graedel prizes: The Journal of Industrial Ecology best paper prizes","year":2021,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Industrial ecology; Ecology; Economics; Biology; Sustainability","score_opus":0.026107148894324857,"score_gpt":0.22926053469198548,"score_spread":0.20315338579766062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194836051","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007958235,0.012298907,0.0018321351,0.2469868,0.595341,0.00016840754,0.002139682,0.00039211795,0.13288265],"genre_scores_gemma":[0.060791023,0.007248359,0.0017275673,0.031786777,0.12261737,0.00022600558,0.003080341,0.00069500285,0.7718276],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940773,0.000678877,0.00017790394,0.00041114504,0.0030354715,0.0016192957],"domain_scores_gemma":[0.9771425,0.0006406697,0.00044536803,0.0003868622,0.005527656,0.01585697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007850335,0.0013832703,0.0017650125,0.0023941966,0.0036746385,0.016231561,0.0014647278,0.0058235116,0.07356851],"category_scores_gemma":[0.0127094835,0.00047082867,0.0010803337,0.0013888936,0.001475778,0.0031611973,0.005521195,0.0058293096,0.041868493],"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":[0.00009854688,0.000042686203,0.00035456024,0.00003124583,0.000013322784,0.000047188438,0.000021270671,0.000059737056,0.00014354206,0.0034146504,0.98159516,0.014178089],"study_design_scores_gemma":[0.0000659208,0.0000876807,0.0038585272,0.000063082654,0.000012027452,0.00008787132,0.00022950175,0.00033771637,0.0002286408,0.00431182,0.9906793,0.000037924656],"about_ca_topic_score_codex":0.002058959,"about_ca_topic_score_gemma":0.006102086,"teacher_disagreement_score":0.07356851,"about_ca_system_score_codex":0.0035176692,"about_ca_system_score_gemma":0.0067827036,"threshold_uncertainty_score":0.24611115},"labels":[],"label_agreement":null},{"id":"W3197875288","doi":"10.1111/jiec.13201","title":"The mediating role of functionality orientation for purchasing remanufactured products: Cases in China, Indonesia, and Thailand","year":2021,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"Environmental Restoration and Conservation Agency","keywords":"Business; Purchasing; Marketing; Perception; Willingness to pay; Value proposition; Value (mathematics); Economics; Psychology; Microeconomics","score_opus":0.0194068613520197,"score_gpt":0.23871717678115928,"score_spread":0.2193103154291396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197875288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99556255,0.000023801524,0.00004472398,0.00011544893,8.716005e-7,0.00000700802,0.000008600017,0.0000010219188,0.004236084],"genre_scores_gemma":[0.9996031,0.000026937734,0.000034611734,0.000009984409,4.4073704e-7,0.0000027336157,0.000005358953,6.70187e-7,0.00031620718],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921346,0.00035781186,0.000032305838,0.00005612385,0.00009947549,0.00024083922],"domain_scores_gemma":[0.9916059,0.006295676,0.0009825046,0.00020378179,0.00028996557,0.0006220961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016390919,0.00026441275,0.00018246697,0.0010998658,0.0028177772,0.0020435678,0.0008523937,0.00082799117,0.008271989],"category_scores_gemma":[0.0056456444,0.00023044301,0.00032317356,0.0010356377,0.0029812553,0.0021283713,0.0015586606,0.001268609,0.00021479148],"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":[0.00042301146,0.0010857752,0.82587737,0.00013878816,0.00004701965,0.016849663,0.11923204,0.000568835,0.0019121239,0.014789727,0.00059603393,0.01847963],"study_design_scores_gemma":[0.00008042221,0.00026280206,0.45189157,0.00020686521,0.00018135684,0.0044319904,0.53055066,0.0037858603,0.0020943768,0.0035061934,0.0029572707,0.000050652143],"about_ca_topic_score_codex":0.08452402,"about_ca_topic_score_gemma":0.1010426,"teacher_disagreement_score":0.08452402,"about_ca_system_score_codex":0.0024104374,"about_ca_system_score_gemma":0.0025733171,"threshold_uncertainty_score":0.16806412},"labels":[],"label_agreement":null},{"id":"W3207127778","doi":"10.1111/jiec.13208","title":"Tracking the material cycle of Italian bricks with the aid of building information modeling","year":2021,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Masonry; Brick; Demolition; Terracotta; Material flow analysis; Building material; Life-cycle assessment; Building information modeling; Production (economics); Civil engineering; Architectural engineering; Environmental science; Waste management; Engineering; Operations management","score_opus":0.015672390594232158,"score_gpt":0.208111737895913,"score_spread":0.19243934730168083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207127778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94230837,0.00033959348,0.045913365,0.00012689579,0.000013886592,0.000048489215,0.0037652182,0.0010922208,0.0063918694],"genre_scores_gemma":[0.9865303,0.00007459493,0.011306208,0.0000040072305,0.0000027225672,0.000019322977,0.0016858495,0.000033147357,0.00034387424],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998574,0.000031621392,0.000007227899,0.000040256316,0.000042869713,0.000020478274],"domain_scores_gemma":[0.9995566,0.0001869092,0.0000707074,0.00007207518,0.00009027036,0.000023375562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004253916,0.0006050976,0.0004550955,0.0015714054,0.00025757359,0.00076153845,0.0004621388,0.0005128244,0.000950342],"category_scores_gemma":[0.0013531839,0.00035201316,0.00040447994,0.0016424585,0.0001964567,0.00061699713,0.00045016452,0.0003116457,0.0003085792],"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":[0.00014192943,0.000110142144,0.06860133,0.000098351324,0.000078210716,0.00007646383,0.00014599078,0.8753825,0.0035567617,0.0015263052,0.0012329374,0.049049098],"study_design_scores_gemma":[0.0000041801472,0.000010787494,0.015030253,0.000005379976,0.000016121307,0.000006323957,0.000019446823,0.9830772,0.00093456864,0.0003136383,0.00057473883,0.000007401525],"about_ca_topic_score_codex":0.052916255,"about_ca_topic_score_gemma":0.09189951,"teacher_disagreement_score":0.052916255,"about_ca_system_score_codex":0.0008705292,"about_ca_system_score_gemma":0.0007906514,"threshold_uncertainty_score":0.1052165},"labels":[],"label_agreement":null},{"id":"W3209883919","doi":"10.1111/jiec.13206","title":"The sociometabolic transition of a small Greek island: Assessing stock dynamics, resource flows, and material circularity from 1929 to 2019","year":2021,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":24,"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":"Universidade de Lisboa; OeAD-GmbH; Austrian Science Fund; European Commission","keywords":"Circular economy; Sustainability; Material flow analysis; Stock (firearms); Action plan; Openness to experience; Resource efficiency; Industrial ecology; Material flow; Business; Natural resource economics; Economics; Environmental resource management; Geography; Ecology","score_opus":0.016059724469624517,"score_gpt":0.24155148500821266,"score_spread":0.22549176053858816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209883919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971507,0.00007688132,0.0002031461,0.000054379834,0.0000017136252,0.00000934801,0.0011586956,0.0000038759335,0.0013412798],"genre_scores_gemma":[0.99705553,0.00013915302,0.00039181492,0.0000096791255,0.0000017097825,0.000018051162,0.0017553355,0.0000037740206,0.0006249957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999256,0.000011871934,0.000014561369,0.000018886523,0.000014689522,0.000014361],"domain_scores_gemma":[0.999806,0.000038517355,0.000060819206,0.000024024897,0.00004243177,0.000028289223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002510793,0.00016811458,0.00017247895,0.0011350343,0.00018270113,0.0005931231,0.00033003377,0.00027729422,0.0013567067],"category_scores_gemma":[0.0008080813,0.000101039135,0.00034925225,0.00184667,0.0003691245,0.0005558724,0.0009255061,0.00019443956,0.00024401586],"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":[0.00009678989,0.000039907747,0.95596606,0.00014182391,0.00013375373,0.0010258037,0.0038812722,0.008335852,0.0020028905,0.0026278861,0.000872636,0.024875375],"study_design_scores_gemma":[0.000002183978,0.000026017296,0.9881974,0.000034469092,0.000023352823,0.00013491245,0.0032442927,0.0042256974,0.0004083325,0.00039722578,0.0032945971,0.000011630396],"about_ca_topic_score_codex":0.03430506,"about_ca_topic_score_gemma":0.034167286,"teacher_disagreement_score":0.03430506,"about_ca_system_score_codex":0.0010197656,"about_ca_system_score_gemma":0.0005083982,"threshold_uncertainty_score":0.06821078},"labels":[],"label_agreement":null},{"id":"W3210345195","doi":"10.1111/j.1530-9290.2010.00243.x","title":"An Approach to Integrating Environmental Considerations Within Managerial Decision‐Making","year":2010,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Competitor analysis; Remanufacturing; Industrial ecology; Context (archaeology); Profit (economics); Business; Product (mathematics); Production (economics); Production planning; Sustainability; Computer science; Environmental economics; Industrial organization; Process management; Operations research; Marketing; Economics; Manufacturing engineering; Engineering","score_opus":0.020380110836976852,"score_gpt":0.2485208361781955,"score_spread":0.22814072534121865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210345195","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009880963,0.000810699,0.77484125,0.027318735,0.00061929936,0.00022344566,0.00007664722,0.00015716239,0.18607177],"genre_scores_gemma":[0.43308023,0.00075462577,0.5461458,0.002467703,0.00047162062,0.0004070947,0.000059647977,0.00008252997,0.016530886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9935522,0.0036328053,0.00023418575,0.00038622302,0.0017908436,0.00040379516],"domain_scores_gemma":[0.99085677,0.005804317,0.00057102164,0.0007028916,0.0014565323,0.00060853583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076009547,0.0009664306,0.00063527207,0.0026602193,0.0034833879,0.009048848,0.002396993,0.0033548991,0.009673304],"category_scores_gemma":[0.01253034,0.000747843,0.0014095575,0.0021607145,0.008944986,0.0077357246,0.004576468,0.0039595347,0.0009835763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023161603,0.00010448075,0.00045465594,0.000075424585,0.000042838063,0.00012723681,0.0014188304,0.005847362,0.0003913948,0.9524566,0.0024963547,0.03656171],"study_design_scores_gemma":[0.000014850555,0.000022426511,0.00025724326,0.00008089888,0.00003477629,0.000050571616,0.00081336737,0.009693368,0.00036272808,0.9533174,0.035333972,0.0000184135],"about_ca_topic_score_codex":0.004484415,"about_ca_topic_score_gemma":0.0115805995,"teacher_disagreement_score":0.009673304,"about_ca_system_score_codex":0.004105242,"about_ca_system_score_gemma":0.008602691,"threshold_uncertainty_score":0.040198147},"labels":[],"label_agreement":null},{"id":"W4200537547","doi":"10.1111/jiec.13221","title":"Book review of <i>The Right Way to Flourish: Reconnecting to the Real World</i> , by John Ehrenfeld","year":2021,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Library science; Citation; Industrial ecology; Sociology; Computer science; Ecology; Sustainability","score_opus":0.01640102918319229,"score_gpt":0.24933631669834974,"score_spread":0.23293528751515746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200537547","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023975129,0.65644115,0.001409518,0.122074306,0.13046783,0.0000413306,0.0002282928,0.00013675119,0.08896104],"genre_scores_gemma":[0.002811108,0.3479844,0.0017578785,0.06313266,0.06939608,0.00008547478,0.00028261743,0.00028094073,0.5142689],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995358,0.000072680115,0.000023971335,0.00007561068,0.00025704945,0.000035011657],"domain_scores_gemma":[0.9989612,0.00039585066,0.000054272336,0.000027763619,0.00041943553,0.0001414562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007584904,0.0008248177,0.0007257485,0.0014435662,0.0011345678,0.003147909,0.0008533745,0.0021183759,0.021443015],"category_scores_gemma":[0.0033752858,0.00035056472,0.00039706548,0.0017963791,0.0013097984,0.0032796753,0.0011809792,0.003951971,0.013389018],"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":[0.0000029742514,0.000003545544,0.000009266678,0.0000933483,0.0000013994435,0.000008229364,0.000021982463,0.000023166642,0.000041006268,0.0018973153,0.98244905,0.015448707],"study_design_scores_gemma":[0.0000018631537,0.000004517076,0.00008034935,0.00014164437,0.0000016205834,0.00005362215,0.000024210183,0.000016661312,0.000019077312,0.0009898836,0.9986632,0.0000033564572],"about_ca_topic_score_codex":0.008417494,"about_ca_topic_score_gemma":0.029935818,"teacher_disagreement_score":0.021443015,"about_ca_system_score_codex":0.0019233137,"about_ca_system_score_gemma":0.0028506631,"threshold_uncertainty_score":0.07173401},"labels":[],"label_agreement":null},{"id":"W4200620647","doi":"10.1111/jiec.13223","title":"A mechanistic model to link technical specifications of vehicle end‐of‐life treatment with the potential of closed‐loop recycling of post‐consumer scrap alloys","year":2021,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scrap; Sorting; Greenhouse gas; Material flow analysis; Environmental science; Refining (metallurgy); Life-cycle assessment; Closed loop; Automotive engineering; Process engineering; Waste management; Production (economics); Computer science; Materials science; Engineering; Metallurgy; Economics","score_opus":0.052620263368083856,"score_gpt":0.2633652337971363,"score_spread":0.21074497042905244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200620647","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1676602,0.0006531085,0.7179521,0.0032329122,0.0002968947,0.0003797596,0.0017977013,0.0006047385,0.10742255],"genre_scores_gemma":[0.96168697,0.00027075366,0.012059845,0.00018140826,0.000023489847,0.00031394226,0.0003085314,0.00006798056,0.025087055],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995394,0.0001072121,0.000023001965,0.00009460378,0.00011083914,0.00012503465],"domain_scores_gemma":[0.99842,0.0009364383,0.00017952456,0.00009249262,0.0003107692,0.000060839706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015044701,0.0010068115,0.0007349079,0.00083148066,0.0006754124,0.0017199134,0.002866109,0.0029738403,0.012471135],"category_scores_gemma":[0.0028136135,0.000892633,0.0012344462,0.0003984745,0.00095512153,0.0029992086,0.00090783514,0.0017106452,0.001236303],"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":[0.00007141608,0.00018775371,0.00062610273,0.00011608268,0.000026755528,0.0001419983,0.00008432246,0.8959157,0.0054291333,0.09204392,0.001180154,0.004176736],"study_design_scores_gemma":[0.00003030406,0.00007017036,0.00044967813,0.000017361843,0.00002513033,0.000040707502,0.000050109396,0.9716797,0.0015489206,0.024292499,0.0017711368,0.00002418842],"about_ca_topic_score_codex":0.008648956,"about_ca_topic_score_gemma":0.005753456,"teacher_disagreement_score":0.012471135,"about_ca_system_score_codex":0.0019049493,"about_ca_system_score_gemma":0.0026388615,"threshold_uncertainty_score":0.041720092},"labels":[],"label_agreement":null},{"id":"W4205313802","doi":"10.1111/jiec.13225","title":"Deep‐sea nodules versus land ores: A comparative systems analysis of mining and processing wastes for battery‐metal supply chains","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Imperial Metals (Canada)","funders":"","keywords":"Environmental science; Material flow analysis; Industrial ecology; Waste management; Sustainability; Ecology; Engineering","score_opus":0.06876504178824586,"score_gpt":0.29914455992277067,"score_spread":0.2303795181345248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205313802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99741495,0.000074266194,0.0013308842,0.000041844833,0.0000010963392,0.000018832348,0.00007835431,0.0000048191064,0.0010349903],"genre_scores_gemma":[0.9990165,0.00005637067,0.00050013594,0.0000062138533,9.567991e-7,0.0000074243385,0.0000701155,0.0000024128158,0.00033991958],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997161,0.00012975601,0.0000179715,0.000044069733,0.000041132742,0.000050963386],"domain_scores_gemma":[0.9984308,0.0011073252,0.00013264119,0.00006535315,0.00020070536,0.00006323441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010115288,0.000300309,0.0004944432,0.001237391,0.00059326016,0.0018592533,0.0004222291,0.0005374006,0.0023522459],"category_scores_gemma":[0.002335196,0.00019316029,0.0008363019,0.0013475451,0.000684144,0.0017229256,0.00095976744,0.00031010868,0.00012335363],"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":[0.0028742014,0.00075607566,0.5390223,0.0006943333,0.0014929458,0.00062396174,0.002502604,0.3103628,0.031538904,0.04088298,0.0007415066,0.06850746],"study_design_scores_gemma":[0.00010423991,0.001537766,0.3779459,0.00006529229,0.00080606533,0.00013302057,0.007253423,0.5822984,0.007848836,0.020151779,0.0017879563,0.000067369],"about_ca_topic_score_codex":0.024207706,"about_ca_topic_score_gemma":0.031625643,"teacher_disagreement_score":0.024207706,"about_ca_system_score_codex":0.0022138278,"about_ca_system_score_gemma":0.0012360981,"threshold_uncertainty_score":0.04813361},"labels":[],"label_agreement":null},{"id":"W4205895932","doi":"10.1111/jiec.13229","title":"Bottom‐up estimation of material stocks and flows in Toronto's road network","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Material flow analysis; Stock (firearms); Estimation; Environmental science; Computer science; Civil engineering; Transport engineering; Environmental resource management; Geography; Engineering","score_opus":0.011248659104083191,"score_gpt":0.25003060360584944,"score_spread":0.23878194450176626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205895932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930762,0.0001331124,0.0010267539,0.0001059223,0.0000057250395,0.000015648053,0.0044199703,0.00005195018,0.0011647276],"genre_scores_gemma":[0.9937342,0.00007060028,0.0012910151,0.0000072932676,0.0000044173594,0.0000076151364,0.0038402579,0.0000057456746,0.001038877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99976414,0.000037078647,0.000013438118,0.00006325036,0.000059483016,0.00006262977],"domain_scores_gemma":[0.99904317,0.00030197873,0.00012384486,0.00008458318,0.00032709158,0.00011936016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036612837,0.00055425643,0.00041805717,0.0013551326,0.0006114353,0.0008863955,0.0008120269,0.00063959486,0.0016121354],"category_scores_gemma":[0.0017651408,0.00039527792,0.0004249488,0.0019647616,0.00029566805,0.00045192085,0.00055865216,0.00037628782,0.0003027753],"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":[0.00029914235,0.00014243009,0.5655411,0.000119174125,0.0002659034,0.00039069154,0.0003962208,0.39689916,0.0016090318,0.0015017986,0.0044882996,0.02834701],"study_design_scores_gemma":[0.000017787906,0.000034750195,0.50394297,0.000026242958,0.000057073772,0.000029837758,0.00043335874,0.49290448,0.0007467145,0.0003190862,0.0014547207,0.00003299068],"about_ca_topic_score_codex":0.8978567,"about_ca_topic_score_gemma":0.92327523,"teacher_disagreement_score":0.10214329,"about_ca_system_score_codex":0.0060833893,"about_ca_system_score_gemma":0.0030770325,"threshold_uncertainty_score":0.20548964},"labels":[],"label_agreement":null},{"id":"W4212900542","doi":"10.1111/jiec.13256","title":"Data innovation in industrial ecology","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Industrial ecology; Ecology; Environmental resource management; Business; Geography; Economics; Sustainability; Biology","score_opus":0.10190162807400144,"score_gpt":0.28171602311997707,"score_spread":0.17981439504597563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212900542","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.064698085,0.0133308675,0.73419386,0.08764372,0.0016524685,0.00037854936,0.0012610877,0.0020514287,0.09478991],"genre_scores_gemma":[0.80420065,0.0049226414,0.16421144,0.0046383925,0.0018882786,0.00045069915,0.0011361445,0.0005433603,0.018008325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9734171,0.015241229,0.0019429352,0.0035662118,0.004988395,0.00084413553],"domain_scores_gemma":[0.6543661,0.284469,0.0060507595,0.036220323,0.014712122,0.004181756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03602136,0.0004888018,0.0015253287,0.0051234663,0.0026615544,0.009608853,0.003249202,0.004778094,0.012756593],"category_scores_gemma":[0.15305337,0.0009918531,0.0015482074,0.007064819,0.0106913615,0.03118773,0.0076117017,0.005582363,0.0022113929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014395498,0.0001433798,0.007861242,0.00036373214,0.00009372868,0.00017932117,0.00093105825,0.007495007,0.00037440596,0.85620415,0.012555,0.11365499],"study_design_scores_gemma":[0.000044748947,0.000039750652,0.0009625937,0.0001790733,0.000039060847,0.00027081996,0.00047713684,0.04091449,0.001329717,0.9181215,0.03758763,0.000033462587],"about_ca_topic_score_codex":0.0038111433,"about_ca_topic_score_gemma":0.0016274707,"teacher_disagreement_score":0.03602136,"about_ca_system_score_codex":0.004141472,"about_ca_system_score_gemma":0.0042692255,"threshold_uncertainty_score":0.19050145},"labels":[],"label_agreement":null},{"id":"W4213072114","doi":"10.1111/jiec.13241","title":"Can the Caribbean localize its food system?: Evidence from biomass flow accounting","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":17,"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":"Food security; Context (archaeology); Caribbean region; Biomass (ecology); Geography; Resource (disambiguation); Food systems; Food policy; Development economics; Agricultural economics; Latin Americans; Economics; Ecology; Political science; Agriculture; Biology","score_opus":0.0419740701341616,"score_gpt":0.20970283658926947,"score_spread":0.16772876645510787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213072114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.967188,0.001935384,0.0007967042,0.0016441973,0.000013013525,0.00002646647,0.0033127905,0.000021508737,0.0250621],"genre_scores_gemma":[0.9968623,0.0009681099,0.00020546993,0.000063308355,0.000012513692,0.0000071683294,0.0011024644,0.000006427855,0.0007722852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993469,0.00023040752,0.000043840555,0.000113586386,0.00014397825,0.00012123896],"domain_scores_gemma":[0.98614997,0.0041947355,0.005219029,0.0009619442,0.0029182076,0.00055609515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013679966,0.0002733563,0.00023888698,0.0029506076,0.00070194993,0.0021923408,0.0007577539,0.00033955823,0.0037702373],"category_scores_gemma":[0.010050428,0.00011451308,0.00021246354,0.0062709213,0.0010623585,0.0012741279,0.0013043085,0.00038817892,0.00028750434],"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":[0.000119674085,0.00004625783,0.9630485,0.0001814106,0.00017425984,0.00035249695,0.0016383325,0.0018130813,0.0001824036,0.004962388,0.0024541097,0.025027072],"study_design_scores_gemma":[0.000009832928,0.000030236988,0.9778025,0.00022616425,0.00013869541,0.000055969227,0.006187756,0.0030368145,0.00020336534,0.0013843464,0.010900509,0.000023754072],"about_ca_topic_score_codex":0.49213925,"about_ca_topic_score_gemma":0.40887555,"teacher_disagreement_score":0.49213925,"about_ca_system_score_codex":0.0021634654,"about_ca_system_score_gemma":0.001598687,"threshold_uncertainty_score":0.97854936},"labels":[],"label_agreement":null},{"id":"W4220906241","doi":"10.1111/jiec.13268","title":"Regional analysis of aluminum and steel flows into the American automotive industry","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Extraction and Separation Processes","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":"Automotive industry; Scrap; Material flow analysis; Upstream (networking); Raw material; Environmental science; Metallurgy; Materials science; Engineering; Waste management","score_opus":0.028039773150930515,"score_gpt":0.27730374841756755,"score_spread":0.24926397526663704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220906241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99420035,0.000065953005,0.0014301417,0.00004470335,0.0000016384446,0.000023344463,0.001219469,0.000033396693,0.0029810364],"genre_scores_gemma":[0.9952807,0.00012141655,0.0021728987,0.000016543643,0.0000028680277,0.00002086275,0.0013370183,0.00000941351,0.00103825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998171,0.00003778496,0.0000073135507,0.000056037756,0.000049064973,0.000032760836],"domain_scores_gemma":[0.9994261,0.000087957706,0.00012224873,0.000028558326,0.00029986684,0.000035299818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032617632,0.00021455668,0.00013198734,0.0024494193,0.0003149423,0.00064954406,0.00024019818,0.00016572388,0.00082369574],"category_scores_gemma":[0.00076156744,0.00013495363,0.00037505545,0.002155695,0.0002011867,0.0002898158,0.00036433904,0.00023381993,0.00015489462],"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":[0.00010048268,0.000058354864,0.95151895,0.000048369435,0.00012723381,0.00021207346,0.0009167967,0.014613823,0.007539735,0.0016572229,0.000884189,0.022322869],"study_design_scores_gemma":[0.0000054650263,0.00003632778,0.972181,0.00001788473,0.000058983744,0.000060739254,0.0015883915,0.019225117,0.002393916,0.00031761877,0.0041002384,0.000014219882],"about_ca_topic_score_codex":0.2081324,"about_ca_topic_score_gemma":0.21196774,"teacher_disagreement_score":0.2081324,"about_ca_system_score_codex":0.0014112056,"about_ca_system_score_gemma":0.0013019231,"threshold_uncertainty_score":0.41384184},"labels":[],"label_agreement":null},{"id":"W4221021119","doi":"10.1111/jiec.13269","title":"Development of simplified characterization factors for the assessment of expanded polystyrene and tire wear microplastic emissions applied in a food container life cycle assessment","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Polytechnique Montréal","funders":"","keywords":"Microplastics; Environmental science; Life-cycle assessment; Plastic pollution; Ecosystem; Marine debris; Litter; Food chain; Sedimentation; Waste management; Ecology; Environmental chemistry; Engineering; Chemistry; Sediment","score_opus":0.028082870693198588,"score_gpt":0.25936540292577176,"score_spread":0.23128253223257317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221021119","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36831298,0.0006364182,0.6223644,0.00009660017,0.000030343763,0.0006390693,0.0013129938,0.00043936144,0.006167915],"genre_scores_gemma":[0.91879886,0.00047462183,0.0781072,0.000021197602,0.0000084641315,0.00044669292,0.0007565952,0.000056462453,0.001329893],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992275,0.0001853001,0.000056640834,0.00008832189,0.00036154,0.000080595964],"domain_scores_gemma":[0.99880874,0.00046376346,0.00019065768,0.00010369428,0.00040705144,0.000026045142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016230899,0.0013981449,0.00058957055,0.0014900026,0.00037042898,0.0010017195,0.00060187496,0.0007878105,0.0012469818],"category_scores_gemma":[0.0029132848,0.0003891677,0.0016824396,0.00052049244,0.0002856775,0.0007920393,0.000683674,0.00058031874,0.0003184953],"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":[0.000055383,0.00010148918,0.010588029,0.00023621957,0.0000656117,0.00013208942,0.00006326379,0.92181027,0.031057145,0.0016263624,0.00028012227,0.033983987],"study_design_scores_gemma":[0.000010198881,0.00015314372,0.005853858,0.00003958773,0.00004328194,0.000050668692,0.00006160064,0.9737863,0.017519804,0.00086887024,0.0015776802,0.00003499607],"about_ca_topic_score_codex":0.018677859,"about_ca_topic_score_gemma":0.012288025,"teacher_disagreement_score":0.018677859,"about_ca_system_score_codex":0.0012235041,"about_ca_system_score_gemma":0.0016286991,"threshold_uncertainty_score":0.037138283},"labels":[],"label_agreement":null},{"id":"W4229041678","doi":"10.1111/jiec.13286","title":"From carbon neutral to climate neutral: Dynamic life cycle assessment for wood‐based panels produced in China","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Ontario Forest Research Institute","funders":"Government of Jiangsu Province; National Natural Science Foundation of China","keywords":"Carbon neutrality; Greenhouse gas; Environmental science; Climate change; Neutrality; Global warming; Natural resource economics; Climate change mitigation; Life-cycle assessment; Atmospheric sciences; Economics; Ecology; Production (economics)","score_opus":0.0172186328446704,"score_gpt":0.2878558487530633,"score_spread":0.2706372159083929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229041678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964709,0.00010832423,0.0016062097,0.00006800864,0.000004408084,0.000028736888,0.0004097001,0.000011797218,0.0012918849],"genre_scores_gemma":[0.99910814,0.000042151936,0.0002352172,0.000006514983,0.000001589416,0.00001179585,0.0002987713,0.0000028999086,0.00029300794],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999595,0.000091546804,0.000017736007,0.00007524183,0.00007756462,0.00014286398],"domain_scores_gemma":[0.99942756,0.0001957493,0.00007646858,0.000042334686,0.00017757923,0.000080382095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001945477,0.0007404559,0.00043131603,0.0014884752,0.00058816123,0.001291898,0.001040043,0.00071272644,0.0011149171],"category_scores_gemma":[0.0013414876,0.0002904415,0.0009903003,0.0011342738,0.00060145085,0.0014329897,0.00078352727,0.00033381363,0.00006349227],"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":[0.0005818288,0.00018363731,0.12167127,0.00014231783,0.00027450224,0.0006345498,0.0003345005,0.8438763,0.004107869,0.0056422614,0.00089755945,0.02165336],"study_design_scores_gemma":[0.00004156077,0.0002719545,0.1162656,0.000021461003,0.00020831596,0.000040437924,0.0005464551,0.87638307,0.0017054839,0.0034885127,0.0009787495,0.000048419606],"about_ca_topic_score_codex":0.09756292,"about_ca_topic_score_gemma":0.066577084,"teacher_disagreement_score":0.09756292,"about_ca_system_score_codex":0.004486093,"about_ca_system_score_gemma":0.003018001,"threshold_uncertainty_score":0.19399005},"labels":[],"label_agreement":null},{"id":"W4249423628","doi":"10.1162/10881980052541990","title":"Books","year":2000,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Sustainable development; Schulze method; Industrial ecology; Political science; Business; Environmental resource management; Environmental planning; Management; Engineering; Sustainability; Environmental science; Economics; Ecology; Civil engineering; Law","score_opus":0.02139252347933903,"score_gpt":0.2391582139681602,"score_spread":0.21776569048882116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249423628","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036396433,0.0051971367,0.00091967924,0.0007990792,0.00095446,0.000040410352,0.0018824029,0.00077090313,0.98907197],"genre_scores_gemma":[0.00047871802,0.0018344881,0.0003753808,0.00021914631,0.00012929238,0.00001472429,0.0009669618,0.0001810978,0.9958002],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996101,0.000024636644,0.000017275424,0.00007713382,0.0002364794,0.0000343691],"domain_scores_gemma":[0.99939847,0.00009899994,0.000027278444,0.000113927155,0.0002349629,0.00012634421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032997967,0.0014047629,0.0012234196,0.0047245156,0.0016281217,0.006336405,0.0014049507,0.0014239792,0.75743634],"category_scores_gemma":[0.0013871758,0.0007176607,0.0005661967,0.0058012255,0.0006667989,0.0042860177,0.002051174,0.0020221293,0.7464795],"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":[0.000022422413,0.00005189948,0.00016578652,0.00026814573,0.0000054262396,0.00004219494,0.00007163665,0.00011310824,0.0005578065,0.009946068,0.7632333,0.22552225],"study_design_scores_gemma":[0.00000350897,0.0000060797474,0.00022752094,0.00009805087,0.0000025255272,0.000046424564,0.00003276431,0.000053422475,0.00011281562,0.0017866383,0.9976266,0.0000036857252],"about_ca_topic_score_codex":0.0029676743,"about_ca_topic_score_gemma":0.008606775,"teacher_disagreement_score":0.75743634,"about_ca_system_score_codex":0.0010765212,"about_ca_system_score_gemma":0.0014097119,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4280618900","doi":"10.1111/jiec.13291","title":"A review of system dynamics modeling for the sustainability assessment of biorefineries","year":2022,"lang":"en","type":"review","venue":"Journal of Industrial Ecology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biorefinery; Sustainability; Supply chain; Supply and demand; Environmental economics; Economics; Bioproducts; Business; Industrial organization; Raw material; Biofuel; Microeconomics; Engineering; Marketing; Ecology","score_opus":0.08723322455638644,"score_gpt":0.338645793774142,"score_spread":0.25141256921775557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280618900","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001611195,0.99448305,0.004012491,0.00031699627,0.00023160002,0.000007038619,0.00005222122,0.000025833016,0.000709583],"genre_scores_gemma":[0.001889051,0.9946924,0.0026025581,0.0001506426,0.00023943053,0.000014194429,0.00008043809,0.000010322148,0.0003210177],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949074,0.00011814337,0.00008710648,0.00009962986,0.00017207094,0.00003234906],"domain_scores_gemma":[0.99841213,0.0010069468,0.0001346093,0.00006468833,0.0003335125,0.00004805459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016082374,0.0021644083,0.0032255459,0.0022532437,0.00036081424,0.0016306598,0.0021393267,0.0018103713,0.0027546263],"category_scores_gemma":[0.002643401,0.00081323995,0.0015268022,0.004950071,0.00068339234,0.002523004,0.0012282302,0.0018802413,0.0012013826],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006221134,0.000115947296,0.00030655327,0.039219096,0.0003082839,0.00011752423,0.000062937936,0.020928334,0.0015579927,0.017246421,0.025588665,0.89448595],"study_design_scores_gemma":[0.000036166442,0.00018090259,0.0011711849,0.018434972,0.0006821504,0.00040779973,0.00010805648,0.014009691,0.0016063439,0.025150351,0.93807375,0.00013866446],"about_ca_topic_score_codex":0.004474374,"about_ca_topic_score_gemma":0.0053525595,"teacher_disagreement_score":0.004474374,"about_ca_system_score_codex":0.0010842476,"about_ca_system_score_gemma":0.0026759354,"threshold_uncertainty_score":0.009215176},"labels":[],"label_agreement":null},{"id":"W4281493513","doi":"10.1111/jiec.13283","title":"Methodological framework to find links between life cycle sustainability assessment categories and the UN Sustainable Development Goals based on literature","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Sustainability; Sustainable development; Stakeholder; Product (mathematics); Process management; Context (archaeology); Computer science; Environmental economics; Management science; Business; Engineering; Geography; Economics; Mathematics; Political science; Ecology; Management","score_opus":0.046436646564783975,"score_gpt":0.3045471738369512,"score_spread":0.2581105272721672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281493513","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07863058,0.008347271,0.7611187,0.012213947,0.00039641536,0.046697937,0.014060466,0.00054993015,0.07798479],"genre_scores_gemma":[0.17901273,0.0021978372,0.7707605,0.0008609543,0.000042613883,0.03938803,0.0051359897,0.00005507304,0.0025462518],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9492509,0.032910895,0.0069134254,0.0039088503,0.005791729,0.0012241215],"domain_scores_gemma":[0.89183635,0.074008696,0.00796768,0.004854838,0.020102013,0.0012305051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.072177365,0.0015618808,0.0015147957,0.075982146,0.0046559055,0.010630221,0.0048391274,0.0021227591,0.009858337],"category_scores_gemma":[0.11327392,0.0011122338,0.0032567887,0.0480616,0.004958317,0.0091988295,0.0092927,0.0017661056,0.0015472273],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024306838,0.0003233137,0.032737013,0.030859925,0.0006306296,0.0015054602,0.08097156,0.0059641963,0.004267452,0.49193296,0.012898233,0.33766627],"study_design_scores_gemma":[0.0002691413,0.00039064043,0.029443696,0.04397447,0.0013152229,0.0011244668,0.2772227,0.019038595,0.0053550676,0.4136598,0.20791717,0.00028905505],"about_ca_topic_score_codex":0.010461995,"about_ca_topic_score_gemma":0.009603686,"teacher_disagreement_score":0.075982146,"about_ca_system_score_codex":0.013280935,"about_ca_system_score_gemma":0.030213062,"threshold_uncertainty_score":0.38171494},"labels":[],"label_agreement":null},{"id":"W4288084713","doi":"10.1111/jiec.13313","title":"The future of artificial intelligence in the context of industrial ecology","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Economic and Technological Systems Analysis","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Industrial ecology; Context (archaeology); Ecology; Environmental resource management; Geography; Biology; Environmental science; Sustainability; Archaeology","score_opus":0.05189429826777997,"score_gpt":0.24202977143838694,"score_spread":0.19013547317060697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288084713","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014354511,0.16688363,0.016600827,0.6656728,0.0031891598,0.000042295782,0.00004975056,0.00007700552,0.13313012],"genre_scores_gemma":[0.7993959,0.12510632,0.019668441,0.038154077,0.009894679,0.00016655134,0.00006098656,0.00004936267,0.0075036907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9905213,0.0072661084,0.00022089346,0.00044572024,0.0010000494,0.00054598425],"domain_scores_gemma":[0.97544765,0.019214397,0.00090370304,0.0010333869,0.0019908429,0.0014098905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0133542875,0.0004913377,0.0007149612,0.0026423251,0.0047638374,0.016039597,0.0014262538,0.007492018,0.0039268127],"category_scores_gemma":[0.0100810705,0.00035832883,0.00053510966,0.0028435518,0.025232788,0.018549446,0.005528213,0.0089084655,0.00049726653],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028327035,0.00005329331,0.0009517832,0.00027090247,0.000020620231,0.0002090567,0.0033809599,0.0021272476,0.00016643468,0.9451582,0.012360139,0.035273086],"study_design_scores_gemma":[0.0000063758666,0.000021256437,0.0008346136,0.00056537305,0.0000061266956,0.00010011013,0.0043414664,0.0029120694,0.00011248409,0.8571936,0.13387561,0.0000309356],"about_ca_topic_score_codex":0.0043936563,"about_ca_topic_score_gemma":0.0042748544,"teacher_disagreement_score":0.016039597,"about_ca_system_score_codex":0.0070921695,"about_ca_system_score_gemma":0.0075127315,"threshold_uncertainty_score":0.07062507},"labels":[],"label_agreement":null},{"id":"W4289202356","doi":"10.1111/jiec.13305","title":"A review of inventory modeling methods for missing data in life cycle assessment","year":2022,"lang":"en","type":"review","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Missing data; Computer science; Scope (computer science); Generalizability theory; Proxy (statistics); Data collection; Risk analysis (engineering); Data science; Data quality; Management science; Data mining; Operations research; Operations management; Engineering; Machine learning; Business","score_opus":0.30715216230768744,"score_gpt":0.49462359007435497,"score_spread":0.18747142776666753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289202356","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022798945,0.96384674,0.0330849,0.0008096159,0.00047168348,0.000033806977,0.00035150256,0.00011871829,0.0010550182],"genre_scores_gemma":[0.0031489464,0.96606255,0.029007409,0.0003881579,0.00039173127,0.000070795606,0.00038368293,0.000060611193,0.00048610332],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.997063,0.00096407643,0.00048692024,0.0005535665,0.0008464169,0.00008598572],"domain_scores_gemma":[0.97756076,0.018319502,0.0008998276,0.0006740024,0.0023897053,0.00015622923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0101601975,0.0026261064,0.0035822764,0.0054275147,0.0005203191,0.0026473184,0.005444246,0.002217628,0.004505661],"category_scores_gemma":[0.02227393,0.0013001919,0.0029762676,0.009669056,0.0013597368,0.0045587267,0.0016524941,0.0032220478,0.0016955207],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004567023,0.00007336812,0.0007193341,0.02176671,0.00043969185,0.000072007264,0.00006946844,0.0096163275,0.00027347158,0.013837287,0.015352309,0.93773437],"study_design_scores_gemma":[0.00005811686,0.00019055839,0.0038588115,0.043633565,0.0021606465,0.0009291597,0.00022410844,0.025851669,0.0019081183,0.06962491,0.85118794,0.00037238395],"about_ca_topic_score_codex":0.011293625,"about_ca_topic_score_gemma":0.011915965,"teacher_disagreement_score":0.011293625,"about_ca_system_score_codex":0.0024122063,"about_ca_system_score_gemma":0.004275094,"threshold_uncertainty_score":0.053732872},"labels":[],"label_agreement":null},{"id":"W4292099683","doi":"10.1111/jiec.13322","title":"Using cumulative carbon budgets and corporate carbon disclosure to inform ambitious corporate emissions targets and long‐term mitigation pathways","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Overshoot (microwave communication); Greenhouse gas; Business; Global temperature; Environmental science; Carbon tax; Term (time); Carbon fibers; Consistency (knowledge bases); Climate change; Environmental economics; Natural resource economics; Global warming; Economics; Computer science; Ecology","score_opus":0.2327721118253616,"score_gpt":0.2850723589478415,"score_spread":0.05230024712247991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292099683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97960794,0.0007719761,0.0040982664,0.0032747944,0.000069483205,0.000020649753,0.0018881172,0.000046153735,0.010222677],"genre_scores_gemma":[0.9983467,0.00020822058,0.00048194034,0.00009454895,0.000024218582,0.000009018616,0.00045080486,0.0000037912457,0.00038084807],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983498,0.00085293094,0.00015455899,0.00022803682,0.00025652934,0.00015824931],"domain_scores_gemma":[0.9269433,0.042622127,0.023456387,0.0021989176,0.0035873565,0.0011917866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052814367,0.00038367233,0.00036920264,0.0019417797,0.00036942036,0.0035578876,0.0005151574,0.0015439645,0.002337132],"category_scores_gemma":[0.053763587,0.00031008563,0.00024857942,0.002230716,0.00050434703,0.003606722,0.0010732587,0.0012803022,0.00042553293],"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":[0.00025848736,0.00021124342,0.94906384,0.000043060725,0.00026752305,0.000053963606,0.00031137807,0.019164365,0.00020064927,0.006566149,0.00196035,0.021899087],"study_design_scores_gemma":[0.000044472217,0.00031365384,0.7998621,0.00017120705,0.00041904493,0.0001369027,0.0027382565,0.14136167,0.002105869,0.044084936,0.008662813,0.00009898976],"about_ca_topic_score_codex":0.014506157,"about_ca_topic_score_gemma":0.0193235,"teacher_disagreement_score":0.014506157,"about_ca_system_score_codex":0.0011376354,"about_ca_system_score_gemma":0.0015361637,"threshold_uncertainty_score":0.028843462},"labels":[],"label_agreement":null},{"id":"W4292372824","doi":"10.1111/jiec.13317","title":"Evaluating sustainability impacts of critical mineral extractions: Integration of life cycle sustainability assessment and SDGs frameworks","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Mining and Resource Management","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainability; Greenhouse gas; Stakeholder; Business; Life-cycle assessment; Environmental resource management; Process (computing); Environmental economics; Stakeholder engagement; Sustainable development; Indigenous; Environmental planning; Computer science; Environmental science; Ecology; Economics; Production (economics)","score_opus":0.03679334076792536,"score_gpt":0.36649736088429613,"score_spread":0.3297040201163708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292372824","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60425687,0.0027968877,0.30648744,0.005183785,0.00013537878,0.0011573848,0.0017616136,0.0005026966,0.07771792],"genre_scores_gemma":[0.9600372,0.0007792584,0.03773028,0.00009214149,0.000019970543,0.00014114779,0.0003647319,0.000044551187,0.00079083804],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9925519,0.00356913,0.00027198394,0.00035258548,0.0026250477,0.0006292935],"domain_scores_gemma":[0.99174035,0.0043722545,0.00081215997,0.00048518425,0.0022875334,0.0003024762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013246298,0.0019338543,0.0016863004,0.005728853,0.000718449,0.005758071,0.0017226288,0.0016683216,0.0017791705],"category_scores_gemma":[0.015101977,0.00068219955,0.0016052305,0.0037464667,0.0021235573,0.0049812864,0.0032031105,0.0015672767,0.00015893707],"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":[0.00013558094,0.0003087477,0.010582427,0.00031344153,0.00033764265,0.000106680855,0.00012999693,0.8763086,0.0014911848,0.05632946,0.0006801034,0.0532761],"study_design_scores_gemma":[0.000047374127,0.00039891058,0.005956347,0.00027439688,0.00021898639,0.000039971845,0.0008339731,0.859557,0.004030514,0.12357589,0.0050023356,0.000064383414],"about_ca_topic_score_codex":0.023812633,"about_ca_topic_score_gemma":0.035130676,"teacher_disagreement_score":0.023812633,"about_ca_system_score_codex":0.010232382,"about_ca_system_score_gemma":0.011692839,"threshold_uncertainty_score":0.07424152},"labels":[],"label_agreement":null},{"id":"W4292481388","doi":"10.1111/jiec.13327","title":"Winners of the 2021 Graedel Prizes: The <i>Journal of Industrial Ecology</i> Best Paper Prizes","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Industrial ecology; Ecology; Economics; Biology; Sustainability","score_opus":0.02409139374601829,"score_gpt":0.21866491804728494,"score_spread":0.19457352430126665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292481388","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068751248,0.011221143,0.002010002,0.20736305,0.5806306,0.00021012854,0.0032133637,0.0005078983,0.18796867],"genre_scores_gemma":[0.040567607,0.004768574,0.0014629269,0.019764997,0.07498773,0.00021830447,0.0030995987,0.00075086084,0.8543793],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968348,0.00031596574,0.00009608303,0.0002930195,0.0014447857,0.0010152718],"domain_scores_gemma":[0.9884632,0.00028145858,0.00022976712,0.00022177027,0.002492131,0.008311521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050932295,0.0016221352,0.0014080978,0.0018346075,0.0028736098,0.012530497,0.0013607207,0.0048542535,0.090554096],"category_scores_gemma":[0.0070183557,0.0004150231,0.001195327,0.00094128546,0.0012090212,0.0022216337,0.004375956,0.005761842,0.061407384],"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":[0.00007103905,0.000032799184,0.00018895196,0.000025520485,0.0000108357735,0.000037358914,0.000011775028,0.00006461176,0.00013612073,0.0023005258,0.98617077,0.010949841],"study_design_scores_gemma":[0.00005986328,0.00009929358,0.0030461245,0.000057126133,0.000010141756,0.00006685502,0.00013881102,0.00032612553,0.00025840488,0.0031831102,0.99272114,0.000033010212],"about_ca_topic_score_codex":0.0025347786,"about_ca_topic_score_gemma":0.0075276545,"teacher_disagreement_score":0.090554096,"about_ca_system_score_codex":0.0029494057,"about_ca_system_score_gemma":0.005271238,"threshold_uncertainty_score":0.30293363},"labels":[],"label_agreement":null},{"id":"W4293064303","doi":"10.1111/jiec.13321","title":"Sector‐specific scenarios for future stocks and flows of aluminum: An analysis based on shared socioeconomic pathways","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Socioeconomic status; Industrial ecology; Material flow analysis; Business; Natural resource economics; Economics; Sustainability; Ecology; Biology; Sociology; Demography","score_opus":0.035729249685311715,"score_gpt":0.24726152921494288,"score_spread":0.21153227952963116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293064303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98973686,0.00007765206,0.0025411474,0.00039446892,0.00001056007,0.000054590102,0.0022315804,0.000036351394,0.0049167],"genre_scores_gemma":[0.9978599,0.00008702889,0.0005259414,0.000015093499,0.0000023595144,0.000027297585,0.0006681572,0.000007846783,0.00080636813],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994143,0.0002592911,0.00003259727,0.00007158461,0.000050215753,0.000172034],"domain_scores_gemma":[0.9987987,0.0005852958,0.00018315541,0.000102685925,0.00016680213,0.00016330046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014455629,0.0006254605,0.00067250215,0.0011249214,0.0005518926,0.0017646864,0.0011035858,0.0015674251,0.0049862615],"category_scores_gemma":[0.0027013035,0.00061285216,0.00206305,0.0020150563,0.00075317844,0.0025414978,0.0013915827,0.00078212627,0.00032867197],"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":[0.00046531658,0.00013798838,0.022268213,0.00004623121,0.0002443787,0.00045952506,0.00007561003,0.95983976,0.00057497027,0.01277493,0.00056552846,0.0025474534],"study_design_scores_gemma":[0.00016315299,0.0002287565,0.022567447,0.00001846076,0.00026778236,0.00010466775,0.0006566935,0.9640351,0.0005259609,0.010106951,0.0012594225,0.000065528766],"about_ca_topic_score_codex":0.041647773,"about_ca_topic_score_gemma":0.03685986,"teacher_disagreement_score":0.041647773,"about_ca_system_score_codex":0.0030160318,"about_ca_system_score_gemma":0.0016943847,"threshold_uncertainty_score":0.0828107},"labels":[],"label_agreement":null},{"id":"W4297542002","doi":"10.1111/jiec.13331","title":"ECOPT <sup>2</sup> : An adaptable life cycle assessment model for the environmentally constrained optimization of prospective technology transitions","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Industrial ecology; Supply chain; Software deployment; Life-cycle assessment; Computer science; Emerging technologies; Stylized fact; Environmental economics; Scale (ratio); Risk analysis (engineering); Systems engineering; Business; Production (economics); Sustainability; Engineering; Economics; Marketing","score_opus":0.01872820268475883,"score_gpt":0.25676254762326034,"score_spread":0.2380343449385015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297542002","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058696035,0.00025114632,0.9071439,0.00093830156,0.00010692333,0.0002356183,0.0020573062,0.0009794396,0.029591408],"genre_scores_gemma":[0.8185841,0.00040690467,0.1600931,0.0002340002,0.000041962965,0.0009814575,0.0012407365,0.00030520337,0.018112592],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973637,0.00010878601,0.000011962849,0.000050817267,0.000053762156,0.000038380622],"domain_scores_gemma":[0.99923325,0.00049151573,0.00007983252,0.000033899614,0.00011163059,0.000049927905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008466355,0.0009609807,0.0006584144,0.00071074895,0.0005033792,0.0017201353,0.0015464402,0.0020928453,0.007553762],"category_scores_gemma":[0.0022007737,0.0005704769,0.0011711841,0.0009362285,0.0007451132,0.0010265373,0.0011700585,0.0012500582,0.00062244636],"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":[0.000006322976,0.000004912312,0.00008453161,0.000006031159,0.000003914879,0.000015852254,0.000004858213,0.995874,0.000079286365,0.0027605721,0.00016748579,0.0009922714],"study_design_scores_gemma":[0.0000030991303,0.0000039855113,0.000023973624,0.0000021364951,0.0000021165313,0.0000031402228,0.0000024783728,0.9980185,0.000044902343,0.0013857691,0.0005075511,0.0000022269721],"about_ca_topic_score_codex":0.020153476,"about_ca_topic_score_gemma":0.013906799,"teacher_disagreement_score":0.020153476,"about_ca_system_score_codex":0.001797651,"about_ca_system_score_gemma":0.0018537617,"threshold_uncertainty_score":0.040072322},"labels":[],"label_agreement":null},{"id":"W4313417741","doi":"10.1111/jiec.13301","title":"Industrial ecology for the oceans","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Fishing; Population; Fossil fuel; Natural resource economics; Ecology; Geography; Environmental resource management; Environmental science; Biology","score_opus":0.03782745156077356,"score_gpt":0.2338892738897556,"score_spread":0.19606182232898206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313417741","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005079039,0.02003601,0.0018104638,0.05784665,0.0033698685,0.000030514992,0.00021443037,0.00015242776,0.9114605],"genre_scores_gemma":[0.22803988,0.040824965,0.006508424,0.029884351,0.0036312323,0.00012157382,0.0007917096,0.00032443763,0.6898734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99922085,0.0002032695,0.0000318434,0.0001350564,0.00021985863,0.0001891728],"domain_scores_gemma":[0.99931884,0.000087896944,0.000069551366,0.000102715,0.0002026464,0.0002183814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008619681,0.0005824549,0.00032297676,0.0011725371,0.0040620933,0.007992073,0.000615388,0.002256246,0.06328264],"category_scores_gemma":[0.001931175,0.00016278157,0.0003253381,0.0014344512,0.005496907,0.003698088,0.0052546374,0.0033380475,0.014135219],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034998524,0.000054895874,0.003229162,0.00022631368,0.000011333979,0.00023464371,0.003943371,0.00013455,0.00040306934,0.5825975,0.22985047,0.17927974],"study_design_scores_gemma":[0.0000021189705,0.000009521533,0.0011861493,0.00021664338,0.0000018583635,0.00006211295,0.0011809008,0.000019635281,0.000036222253,0.0172398,0.9800411,0.000003913589],"about_ca_topic_score_codex":0.00793436,"about_ca_topic_score_gemma":0.016241333,"teacher_disagreement_score":0.06328264,"about_ca_system_score_codex":0.0035957391,"about_ca_system_score_gemma":0.0046724617,"threshold_uncertainty_score":0.21170151},"labels":[],"label_agreement":null},{"id":"W4313640631","doi":"10.1111/jiec.13369","title":"Can a small island nation build resilience? The significance of resource‐use patterns and socio‐metabolic risks in The Bahamas","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Energy Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Context (archaeology); Resource (disambiguation); Material flow analysis; Vulnerability (computing); Natural resource economics; Business; Urban metabolism; Industrial ecology; Psychological resilience; Environmental resource management; Systemic risk; Sustainability; Environmental economics; Economics; Ecology; Financial crisis; Geography; Computer science; Biology","score_opus":0.05342806133453172,"score_gpt":0.2756057741042999,"score_spread":0.22217771276976822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313640631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985875,0.00013848234,0.000025301704,0.00036069765,0.000003882533,0.0000011272962,0.000029797344,9.70103e-7,0.00085223507],"genre_scores_gemma":[0.9998497,0.000055935834,0.0000111689815,0.000017882174,0.00000219197,7.7802065e-7,0.000009806897,3.0972117e-7,0.000052287716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99989486,0.000034922843,0.00000441433,0.0000133391895,0.000006968932,0.00004551818],"domain_scores_gemma":[0.9996252,0.00008386692,0.000117248564,0.000026246584,0.000044512595,0.00010281452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031987778,0.00012815853,0.00015066305,0.00047496182,0.00063176284,0.0009690828,0.00028371613,0.00021946695,0.0014363546],"category_scores_gemma":[0.0011867721,0.000091151494,0.00014472361,0.00048277658,0.0009492058,0.00076379295,0.00087077095,0.00031691603,0.00006081403],"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":[0.00013825131,0.00006382987,0.9774801,0.00002965295,0.00012240415,0.00032100987,0.0060188496,0.00031537254,0.0007344122,0.0021070722,0.000345078,0.0123240175],"study_design_scores_gemma":[0.0000038305984,0.0000405622,0.9836273,0.000026319147,0.000037427104,0.000094227595,0.013416513,0.00052892667,0.00007731342,0.00100012,0.0011392316,0.000008161818],"about_ca_topic_score_codex":0.082563385,"about_ca_topic_score_gemma":0.15631469,"teacher_disagreement_score":0.082563385,"about_ca_system_score_codex":0.00076934317,"about_ca_system_score_gemma":0.00044509495,"threshold_uncertainty_score":0.16416568},"labels":[],"label_agreement":null},{"id":"W4313682908","doi":"10.1111/jiec.13373","title":"When does upcycling mitigate climate change? The case of wet spent grains and fruit and vegetable residues in Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Tonne; Carbon footprint; Greenhouse gas; Environmental science; Life-cycle assessment; Climate change; Ecological footprint; Industrial ecology; Climate change mitigation; Carbon dioxide equivalent; Peat; Consumption (sociology); Anaerobic digestion; Global warming; Waste management; Sustainability; Engineering; Methane; Geography; Ecology; Economics; Production (economics)","score_opus":0.04657402248069094,"score_gpt":0.24766818474769176,"score_spread":0.20109416226700083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313682908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96413535,0.0006929771,0.0002757999,0.008731593,0.00004269658,0.00005505513,0.00028831587,0.000009203365,0.02576913],"genre_scores_gemma":[0.9953544,0.00029370288,0.00015200124,0.00033536082,0.00000650822,0.00000410639,0.000051902483,0.00000550445,0.0037965195],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986405,0.000119120465,0.000015240266,0.000054936296,0.00016104906,0.0010091524],"domain_scores_gemma":[0.998511,0.00023757831,0.000088883186,0.000037935068,0.0005903922,0.0005341255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092333066,0.00027617635,0.00051039556,0.0005394912,0.007260839,0.0039746743,0.0018330946,0.0019731347,0.0042168554],"category_scores_gemma":[0.0021803768,0.00024220881,0.0006529599,0.0011174084,0.002304237,0.0010924867,0.0013418103,0.002018672,0.00014987041],"study_design_candidate":"simulation_or_modeling","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":[0.0027680492,0.0016960594,0.574823,0.00061063113,0.0009038427,0.024655141,0.025965378,0.099907696,0.011747016,0.10185796,0.05093329,0.10413186],"study_design_scores_gemma":[0.00024977876,0.00050072634,0.50858146,0.00038431695,0.0005970127,0.00094213267,0.32704186,0.044980727,0.0040637064,0.015708284,0.096676014,0.00027390954],"about_ca_topic_score_codex":0.99369377,"about_ca_topic_score_gemma":0.99757665,"teacher_disagreement_score":0.035096176,"about_ca_system_score_codex":0.035096176,"about_ca_system_score_gemma":0.041415717,"threshold_uncertainty_score":0.25464177},"labels":[],"label_agreement":null},{"id":"W4319789942","doi":"10.1111/jiec.13368","title":"Carbon and water conservation value of independent, place‐based repair in Lima, Peru","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Industrial ecology; Value (mathematics); Electronics; Environmental economics; Consumption (sociology); Work (physics); Unit (ring theory); Energy conservation; Cluster (spacecraft); Relevance (law); Business; Computer science; Economics; Ecology; Sustainability; Sociology; Engineering; Mathematics; Political science; Mechanical engineering; Biology","score_opus":0.030764625175271072,"score_gpt":0.2572933395214279,"score_spread":0.22652871434615685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319789942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952684,0.000087280925,0.00050642027,0.00018606866,0.0000012976399,0.000018462797,0.00024426234,0.000010880145,0.003676976],"genre_scores_gemma":[0.9992817,0.000048609912,0.00011788165,0.000009070253,0.0000010926095,0.0000130319495,0.00009919836,0.0000019135814,0.00042750174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999688,0.0001147609,0.000009496721,0.000059468563,0.00004079792,0.00008750972],"domain_scores_gemma":[0.9990355,0.00036140947,0.00026614656,0.00007077434,0.0001815696,0.00008461158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042524078,0.00020145236,0.0002846194,0.0014704661,0.00085128087,0.0013075611,0.0007251485,0.0006179641,0.0054056076],"category_scores_gemma":[0.0018821724,0.00017930764,0.00031526072,0.0021582977,0.0013579044,0.0009963941,0.0020697697,0.00027465125,0.00022161935],"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":[0.0009744846,0.00086728606,0.827313,0.0006597596,0.00067385356,0.0045950823,0.010717338,0.049546324,0.0125088,0.022180026,0.002500062,0.06746399],"study_design_scores_gemma":[0.000059011945,0.00044255497,0.9246067,0.00010958675,0.0001782569,0.000475412,0.025704548,0.03242197,0.001943397,0.0055215624,0.008465737,0.00007133177],"about_ca_topic_score_codex":0.040605824,"about_ca_topic_score_gemma":0.06612629,"teacher_disagreement_score":0.040605824,"about_ca_system_score_codex":0.002076886,"about_ca_system_score_gemma":0.0005704209,"threshold_uncertainty_score":0.0807389},"labels":[],"label_agreement":null},{"id":"W4362734754","doi":"10.1111/jiec.13388","title":"How much sorting is required for a circular low carbon aluminum economy?","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Total; Hydro-Québec","keywords":"Material flow analysis; Circular economy; Sorting; Material flow; Greenhouse gas; Industrial ecology; Material efficiency; Scrap; Life-cycle assessment; Environmental economics; Business; Environmental science; Natural resource economics; Industrial organization; Computer science; Waste management; Economics; Production (economics); Engineering; Sustainability; Mechanical engineering; Ecology","score_opus":0.05490176517713797,"score_gpt":0.27479705929122367,"score_spread":0.2198952941140857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362734754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7478682,0.0033235888,0.03619782,0.06659369,0.0014871806,0.000098009776,0.00058999413,0.0005735459,0.14326796],"genre_scores_gemma":[0.9783905,0.0007199953,0.0033398587,0.002154458,0.00013181649,0.000028005887,0.00014383176,0.000059052192,0.015032433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992373,0.000104064864,0.00003527047,0.00016315044,0.00016212104,0.00029816804],"domain_scores_gemma":[0.9971265,0.00085841335,0.00053643517,0.00030027246,0.00069849804,0.00047993698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001275896,0.0004030214,0.0006142796,0.00049439276,0.0014808422,0.004420128,0.0011057114,0.0033527028,0.031689186],"category_scores_gemma":[0.0062100347,0.00035388028,0.0005430285,0.0005913608,0.0038838582,0.008754768,0.0012166487,0.0011513962,0.004740448],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023510794,0.00058661535,0.020875236,0.0011745743,0.00021933953,0.0009191457,0.0004894372,0.023951719,0.06608516,0.72678113,0.023166386,0.13340019],"study_design_scores_gemma":[0.00013850832,0.00041219598,0.014228889,0.00020058943,0.00010445071,0.0005590116,0.006711275,0.015544273,0.025178673,0.86140674,0.075377814,0.00013757167],"about_ca_topic_score_codex":0.003999763,"about_ca_topic_score_gemma":0.00473144,"teacher_disagreement_score":0.031689186,"about_ca_system_score_codex":0.0026849078,"about_ca_system_score_gemma":0.0038277856,"threshold_uncertainty_score":0.106010914},"labels":[],"label_agreement":null},{"id":"W4379229979","doi":"10.1111/jiec.13402","title":"The Bahamas at risk: Material stocks, sea‐level rise, and the implications for development","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Energy Council of Canada; University of Waterloo","keywords":"Sustainability; Climate change; Business; Stock (firearms); Environmental resource management; Per capita; Small Island Developing States; Industrial ecology; Threatened species; Resilience (materials science); Disaster risk reduction; Sustainable development; Natural resource economics; Environmental planning; Environmental science; Geography; Economics; Oceanography","score_opus":0.10217842037831243,"score_gpt":0.34219500344353493,"score_spread":0.2400165830652225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379229979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829911,0.0010588203,0.0014045864,0.002745884,0.000054747903,0.000020436933,0.0029072333,0.000037981834,0.008779214],"genre_scores_gemma":[0.99832314,0.00040643243,0.0003815904,0.0000692065,0.00001269799,0.000011477829,0.00047527254,0.0000061704845,0.00031394532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998375,0.000040561725,0.000012008847,0.000023903409,0.000029827246,0.000056170633],"domain_scores_gemma":[0.9997003,0.000076912685,0.00008093749,0.000017176733,0.00007695083,0.000047681493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004063106,0.00034287464,0.00022221012,0.00094958075,0.0004636711,0.0017361845,0.0004902726,0.00035432857,0.0037663225],"category_scores_gemma":[0.0016957265,0.0001151497,0.00041076023,0.0013910129,0.00050481135,0.0010117673,0.0011945894,0.0005512512,0.00015155437],"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":[0.00018916716,0.00011600559,0.83481157,0.00029026967,0.00037799476,0.001438258,0.0018121355,0.089187674,0.0015865606,0.02219806,0.0066308654,0.04136153],"study_design_scores_gemma":[0.00003040381,0.00017649426,0.7687498,0.0004608176,0.00030915087,0.00040929092,0.019570053,0.14821607,0.0015429584,0.022709774,0.037708543,0.00011670599],"about_ca_topic_score_codex":0.13376354,"about_ca_topic_score_gemma":0.1222171,"teacher_disagreement_score":0.13376354,"about_ca_system_score_codex":0.0022594042,"about_ca_system_score_gemma":0.0010632895,"threshold_uncertainty_score":0.26596993},"labels":[],"label_agreement":null},{"id":"W4380049724","doi":"10.1111/jiec.13404","title":"Biophysical economic interpretation of the Great Depression: A critical period of an energy transition","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Economics; Energy transition; Depression (economics); Economy; Stock market crash; Coal; Great Depression; Natural resource economics; Market economy; Macroeconomics; Stock market; Engineering; Political science","score_opus":0.02253125542783399,"score_gpt":0.30065452665988096,"score_spread":0.27812327123204694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380049724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5328578,0.006882347,0.013729445,0.06291776,0.0006024126,0.000047348072,0.0008231158,0.000111081645,0.38202867],"genre_scores_gemma":[0.9955296,0.00090378855,0.00035070415,0.000646778,0.00008244913,0.000009735327,0.00004237917,0.000013599457,0.002420984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998286,0.000053314106,0.0000063154043,0.000024936353,0.000037319653,0.00004954312],"domain_scores_gemma":[0.99978215,0.000072621384,0.000036690868,0.000022916762,0.000044344073,0.00004122473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004571198,0.00017464756,0.00017059474,0.0007700994,0.0015268363,0.0029215752,0.00039969632,0.00084427104,0.0030865797],"category_scores_gemma":[0.001297455,0.00012332517,0.00019171863,0.0009745609,0.007075699,0.0017735326,0.0017496678,0.001645806,0.0001643344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035369678,0.00001903765,0.0023344816,0.000035975183,0.000006971507,0.00043962814,0.0030243122,0.0017735779,0.0003999561,0.98234415,0.005218302,0.0043682144],"study_design_scores_gemma":[0.000023902014,0.000030942538,0.031174656,0.00017233395,0.000014101369,0.00027861993,0.010161243,0.0043952935,0.0005238327,0.78782207,0.16536671,0.000036319263],"about_ca_topic_score_codex":0.015765112,"about_ca_topic_score_gemma":0.011997031,"teacher_disagreement_score":0.015765112,"about_ca_system_score_codex":0.006196671,"about_ca_system_score_gemma":0.00093645405,"threshold_uncertainty_score":0.04496026},"labels":[],"label_agreement":null},{"id":"W4380052112","doi":"10.1111/jiec.13401","title":"Avoiding investment in fossil fuel assets","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":15,"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 Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Oil refinery; Depreciation (economics); Fossil fuel; Natural resource economics; Petroleum; Business; Economics; Finance; Capital formation; Profit (economics); Microeconomics; Waste management; Financial capital; Engineering","score_opus":0.06761564773863078,"score_gpt":0.32119255266482233,"score_spread":0.25357690492619156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380052112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8082241,0.0006766011,0.08131662,0.0020947135,0.0001099067,0.00019777568,0.0011169196,0.00039165447,0.10587174],"genre_scores_gemma":[0.99066883,0.00019838945,0.0027813376,0.000054695418,0.0000071535706,0.000022801396,0.00016548765,0.0000118669495,0.0060893274],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99977285,0.000036252903,0.000011724692,0.00004092156,0.000057804657,0.00008049005],"domain_scores_gemma":[0.9993686,0.00013148118,0.00020080002,0.000111214045,0.00010619124,0.00008178277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033303612,0.00039904093,0.000281536,0.0002870412,0.00027684463,0.0011006235,0.00057500834,0.00059626345,0.009286417],"category_scores_gemma":[0.0016502095,0.00019001504,0.00047635895,0.00037674705,0.0004433564,0.0011825727,0.000670607,0.0006957475,0.00088528387],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025138722,0.00033447644,0.031903017,0.00060142035,0.0002201729,0.0009749958,0.00020371503,0.5969869,0.036110308,0.22475173,0.006253001,0.10140885],"study_design_scores_gemma":[0.00014749069,0.0017676306,0.06135627,0.00039291263,0.00028002833,0.0018231638,0.0020082153,0.44259667,0.073993504,0.29325783,0.12220609,0.00017026467],"about_ca_topic_score_codex":0.0045441524,"about_ca_topic_score_gemma":0.0041655893,"teacher_disagreement_score":0.009286417,"about_ca_system_score_codex":0.0011222279,"about_ca_system_score_gemma":0.0015898728,"threshold_uncertainty_score":0.03106612},"labels":[],"label_agreement":null},{"id":"W4382940443","doi":"10.1111/jiec.13423","title":"Agent‐based modeling and simulation for the circular economy: Lessons learned and path forward","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Circular economy; Sustainability; Industrial ecology; Context (archaeology); Corporate governance; Planetary boundaries; Decoupling (probability); Path (computing); Computer science; Economics; Management science; Economic system; Economy; Risk analysis (engineering); Ecology; Business; Engineering; Management","score_opus":0.10815984244231117,"score_gpt":0.303585195675652,"score_spread":0.19542535323334084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382940443","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15179528,0.010887169,0.7582334,0.033900205,0.0007557913,0.00010445881,0.00033346296,0.0005263759,0.043463796],"genre_scores_gemma":[0.90626085,0.00578946,0.07960194,0.0005549921,0.00020574285,0.0001558869,0.0001814871,0.00009397208,0.007155727],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929,0.00044620587,0.000025621968,0.00008108363,0.00010579637,0.000051304545],"domain_scores_gemma":[0.99350584,0.0052695516,0.00017486792,0.0003596395,0.00039201308,0.00029808198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002314711,0.00058001373,0.001023527,0.00049624353,0.0006799864,0.0032749057,0.0018891006,0.002467091,0.004342691],"category_scores_gemma":[0.008679653,0.0005715262,0.000733662,0.0007730798,0.0019597076,0.0042719995,0.0016330571,0.0026666755,0.0005040125],"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":[0.000087019616,0.00013497286,0.0022401088,0.0000952924,0.0000858945,0.000057648253,0.00024086125,0.77194744,0.00015148829,0.2014894,0.0025303152,0.02093954],"study_design_scores_gemma":[0.000017403041,0.000015825879,0.0001270824,0.00003106371,0.000009317931,0.000010152681,0.000091535934,0.8822845,0.000085156506,0.11369132,0.0036212779,0.000015302763],"about_ca_topic_score_codex":0.028750395,"about_ca_topic_score_gemma":0.015190026,"teacher_disagreement_score":0.028750395,"about_ca_system_score_codex":0.0016989277,"about_ca_system_score_gemma":0.003157183,"threshold_uncertainty_score":0.0571661},"labels":[],"label_agreement":null},{"id":"W4384698254","doi":"10.1111/jiec.13425","title":"Environmental footprinting of hospitals: Organizational life cycle assessment of a Canadian hospital","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Greenhouse gas; Life-cycle assessment; Carbon footprint; Footprinting; Business; Upstream (networking); Comparability; Industrial ecology; Sustainability; Environmental resource management; Natural resource economics; Environmental economics; Environmental planning; Environmental science; Production (economics); Economics; Engineering","score_opus":0.042742745636777796,"score_gpt":0.28952506851078486,"score_spread":0.24678232287400706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384698254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912726,0.0001387439,0.00056973705,0.00041675722,0.000004773292,0.00013941877,0.0033268908,0.000014956316,0.0041162306],"genre_scores_gemma":[0.9950895,0.0001799166,0.0011776291,0.00006420161,0.0000026342245,0.00003947049,0.0016648669,0.000007735833,0.0017741879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899536,0.0001125523,0.000030454501,0.00007172178,0.00038675265,0.0004030787],"domain_scores_gemma":[0.99768376,0.0002487651,0.00022253189,0.00008105001,0.0012808208,0.0004830972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011897213,0.00048932864,0.0003728493,0.0025479465,0.002138946,0.0017895985,0.0019215342,0.0007808428,0.0019942701],"category_scores_gemma":[0.002309384,0.00032531456,0.0009833135,0.0057952525,0.0006067895,0.00062159565,0.00097520545,0.00056891766,0.00014350405],"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":[0.0006096361,0.0007962764,0.7479972,0.00026725387,0.000334588,0.0006171777,0.0021513244,0.17709883,0.0028574336,0.0045654215,0.005089114,0.05761574],"study_design_scores_gemma":[0.0000277794,0.00025313234,0.86226684,0.000053566622,0.000092104885,0.00007278658,0.0069205696,0.12395264,0.0006280292,0.0005927939,0.0050573624,0.00008233646],"about_ca_topic_score_codex":0.98747545,"about_ca_topic_score_gemma":0.9930333,"teacher_disagreement_score":0.06541227,"about_ca_system_score_codex":0.06541227,"about_ca_system_score_gemma":0.039991103,"threshold_uncertainty_score":0.47460145},"labels":[],"label_agreement":null},{"id":"W4385982449","doi":"10.1111/jiec.13437","title":"Winners of the 2022 Graedel Prizes: The <i>Journal of Industrial Ecology</i> Best Paper Prizes","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Industrial ecology; Ecology; Economics; Biology; Sustainability","score_opus":0.03184095731936396,"score_gpt":0.23523903353735195,"score_spread":0.203398076217988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385982449","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071568824,0.010323263,0.0020698728,0.19295469,0.5935421,0.00021758476,0.003293907,0.00051713374,0.18992448],"genre_scores_gemma":[0.042057388,0.0042647263,0.001434473,0.019587988,0.07561779,0.00023175233,0.0031515504,0.0007222765,0.85293204],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99682873,0.00032785084,0.00009494657,0.0002929194,0.0014466665,0.0010089171],"domain_scores_gemma":[0.98879147,0.00027868562,0.00021930474,0.00022606109,0.0024166834,0.008067856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051216655,0.0016376169,0.0014157029,0.0018802789,0.0029068845,0.012286543,0.0013663808,0.0049614985,0.0921694],"category_scores_gemma":[0.006846121,0.00041002297,0.0012108317,0.00095426384,0.0012063007,0.002141068,0.0044090836,0.0056949505,0.06093019],"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":[0.00007572068,0.00003436282,0.00019047364,0.000025073356,0.000011139113,0.00003892867,0.000011172115,0.00006649658,0.0001425158,0.0021876963,0.9868695,0.01034685],"study_design_scores_gemma":[0.00006755402,0.00010631054,0.0032816466,0.00005654177,0.000010669787,0.000070933675,0.00014148882,0.0003648935,0.00025786465,0.0032354363,0.9923723,0.00003446451],"about_ca_topic_score_codex":0.0025258774,"about_ca_topic_score_gemma":0.00758448,"teacher_disagreement_score":0.0921694,"about_ca_system_score_codex":0.002887499,"about_ca_system_score_gemma":0.0051011033,"threshold_uncertainty_score":0.3083374},"labels":[],"label_agreement":null},{"id":"W4386121530","doi":"10.1111/jiec.13427","title":"Seven decades of plastic flows and stocks in the United States and pathways toward zero plastic pollution by 2050","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Plastic pollution; Pollution; Plastic waste; Reuse; Environmental science; Waste management; Biodegradable plastic; Consumption (sociology); Business; Natural resource economics; Engineering; Economics","score_opus":0.02774591548293118,"score_gpt":0.2291467281223575,"score_spread":0.20140081263942633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386121530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797459,0.0031867472,0.00020968042,0.0034586305,0.000117486765,0.000007926965,0.008901519,0.000025828018,0.0043463167],"genre_scores_gemma":[0.9874144,0.002698869,0.0003196471,0.00064645853,0.000041402014,0.0000122253705,0.006392071,0.000006780708,0.0024679461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999138,0.00000710321,0.0000106597245,0.000015893793,0.000018841272,0.000033761975],"domain_scores_gemma":[0.99962056,0.000031741383,0.00015209138,0.000013675932,0.00010840092,0.000073486706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003085151,0.00024425724,0.0001242243,0.00071907474,0.0004338643,0.0011520929,0.0002550502,0.00060967647,0.0025796918],"category_scores_gemma":[0.000593728,0.00019661408,0.00046779314,0.0013955728,0.00031838723,0.001011193,0.001081318,0.0007631395,0.00032718544],"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":[0.00032726064,0.00012125955,0.9404843,0.00018728622,0.0002353845,0.00026039168,0.00076408585,0.0018376296,0.0007894563,0.004762111,0.009805814,0.040425055],"study_design_scores_gemma":[0.000008337424,0.00007640646,0.9772714,0.00015670576,0.00007530091,0.00013363178,0.001980564,0.0007013998,0.0004223525,0.0007707556,0.018380152,0.000023039189],"about_ca_topic_score_codex":0.108688846,"about_ca_topic_score_gemma":0.14914732,"teacher_disagreement_score":0.108688846,"about_ca_system_score_codex":0.0010224485,"about_ca_system_score_gemma":0.0015299924,"threshold_uncertainty_score":0.21611238},"labels":[],"label_agreement":null},{"id":"W4387339768","doi":"10.1111/jiec.13441","title":"“A fine wine, better with age”: Circular economy historical roots and influential publications: A bibliometric analysis using Reference Publication Year Spectroscopy (RPYS)","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université Laval","funders":"","keywords":"Viewpoints; Context (archaeology); Bibliometrics; Web of science; Regional science; Library science; Social science; Political science; Geography; Sociology; Computer science; MEDLINE; Law","score_opus":0.049631326025242374,"score_gpt":0.265644172143899,"score_spread":0.21601284611865665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387339768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9574906,0.0076372353,0.002046264,0.0017615522,0.00015807016,0.00006764302,0.0056190374,0.00006263502,0.02515698],"genre_scores_gemma":[0.9918332,0.0020590199,0.0014995346,0.00008823169,0.00023767391,0.00003976959,0.0025654295,0.000029613218,0.0016475081],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99699956,0.0005814664,0.00058385433,0.00035493958,0.0012916492,0.0001885459],"domain_scores_gemma":[0.96277857,0.021348173,0.0084041245,0.0012054153,0.005404309,0.0008594795],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0047030887,0.00019714705,0.00040606802,0.044925243,0.0012641943,0.00547059,0.0005685729,0.0006733827,0.0031162612],"category_scores_gemma":[0.03584768,0.00012728204,0.00060195953,0.0752322,0.001246809,0.005596179,0.002112997,0.00041803403,0.0005702393],"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":[0.00021636297,0.00008319917,0.81885093,0.0010168487,0.00057165435,0.00032581948,0.01077024,0.00063942006,0.00068250485,0.014834106,0.0071083447,0.14490058],"study_design_scores_gemma":[0.000015173244,0.00007957266,0.9310959,0.00052928703,0.00067695807,0.00052490825,0.0205465,0.0029424937,0.00089969137,0.005527577,0.03710317,0.000058891714],"about_ca_topic_score_codex":0.005497788,"about_ca_topic_score_gemma":0.009394276,"teacher_disagreement_score":0.9550748,"about_ca_system_score_codex":0.0012939441,"about_ca_system_score_gemma":0.0022626875,"threshold_uncertainty_score":0.024872601},"labels":[],"label_agreement":null},{"id":"W4389509108","doi":"10.1111/jiec.13163","title":"Issue Information, Cover, and Table of Contents","year":2023,"lang":"en","type":"paratext","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Cover (algebra); Table (database); Table of contents; Citation; Computer science; Library science; Information retrieval; World Wide Web; Database; Engineering","score_opus":0.02605467176038827,"score_gpt":0.24750740801713314,"score_spread":0.22145273625674486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389509108","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032384787,0.0005518619,0.0008071716,0.0017716214,0.00701324,0.00022033659,0.031895302,0.0027550247,0.95466155],"genre_scores_gemma":[0.00072221516,0.00039389575,0.00021377888,0.00027808783,0.0007706914,0.00007276686,0.008296581,0.0008617992,0.9883901],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994374,0.00006030468,0.000042789223,0.00007844763,0.00031917088,0.00006185009],"domain_scores_gemma":[0.99617,0.00068770663,0.0001769265,0.00031660384,0.0017164652,0.0009323155],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000715707,0.0020205816,0.0018074258,0.0050080335,0.0015060202,0.007524962,0.0016249229,0.0017928085,0.92475367],"category_scores_gemma":[0.005106515,0.0006907748,0.0005392087,0.007573265,0.00068114157,0.004230386,0.001798917,0.0018696783,0.897863],"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":[0.000017443366,0.000021632113,0.00003353209,0.000111577356,9.3707973e-7,0.000010140615,0.0000052340233,0.00005929769,0.00009923015,0.00050638034,0.9836589,0.015475642],"study_design_scores_gemma":[0.00002559018,0.000032675976,0.00057163293,0.00014583091,0.0000026465784,0.00002582421,0.000030512712,0.00017932137,0.0001385876,0.0008322237,0.99800545,0.0000097460525],"about_ca_topic_score_codex":0.0041859234,"about_ca_topic_score_gemma":0.0044403076,"teacher_disagreement_score":0.075246334,"about_ca_system_score_codex":0.0015355027,"about_ca_system_score_gemma":0.0020209285,"threshold_uncertainty_score":0.10732967},"labels":[],"label_agreement":null},{"id":"W4392371694","doi":"10.1111/jiec.13461","title":"Embodied GHG of missing middle: Residential building form and strategies for more efficient housing","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Architecture and Computational Design","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Zoologische Gesellschaft Frankfurt; Cement Association of Canada","keywords":"Embodied cognition; Industrial ecology; Greenhouse gas; Business; Natural resource economics; Architectural engineering; Environmental resource management; Environmental science; Sustainability; Economics; Computer science; Ecology; Engineering","score_opus":0.036254376923901994,"score_gpt":0.27228819580895,"score_spread":0.23603381888504799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392371694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9561837,0.00019247804,0.029890353,0.00013085717,0.000008183957,0.00004100393,0.00041966722,0.00012798443,0.013005856],"genre_scores_gemma":[0.98534715,0.000061023893,0.013446087,0.000010968656,0.0000016261977,0.000012907645,0.0001769362,0.000028611092,0.0009146295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994671,0.00015324552,0.000022715523,0.000069474576,0.0002128949,0.000074489144],"domain_scores_gemma":[0.9995048,0.00012882847,0.00012741744,0.00010559208,0.00009475419,0.000038719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068792753,0.0004534426,0.00031056462,0.0008631315,0.00034969472,0.0013064265,0.00069650076,0.00031538037,0.0032310665],"category_scores_gemma":[0.0010174118,0.00019460873,0.0005862447,0.0009917491,0.0006785441,0.0011279066,0.0009499766,0.00025607747,0.00035893623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006738433,0.00037696172,0.33458093,0.0009087516,0.00025231607,0.0007424109,0.0025771975,0.23901674,0.101363875,0.04333981,0.0026710231,0.27349618],"study_design_scores_gemma":[0.00003266593,0.0007541437,0.5972002,0.00027140114,0.00025791186,0.0007592301,0.009796117,0.23951775,0.06850359,0.03827702,0.04446902,0.0001609222],"about_ca_topic_score_codex":0.004479381,"about_ca_topic_score_gemma":0.017793301,"teacher_disagreement_score":0.004479381,"about_ca_system_score_codex":0.001290015,"about_ca_system_score_gemma":0.00045595915,"threshold_uncertainty_score":0.010809004},"labels":[],"label_agreement":null},{"id":"W4393147727","doi":"10.1111/jiec.13490","title":"Life cycle sustainability assessment for sustainable development goals","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainability; Industrial ecology; Sustainable development; Life-cycle assessment; Business; Environmental resource management; Environmental economics; Environmental planning; Process management; Environmental science; Economics; Ecology; Production (economics); Biology","score_opus":0.017569445756656973,"score_gpt":0.29963130600796456,"score_spread":0.2820618602513076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393147727","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08303769,0.0059375498,0.22556853,0.012680803,0.000596182,0.0007565582,0.005798209,0.0008951237,0.66472936],"genre_scores_gemma":[0.82436943,0.0040554227,0.118124016,0.001749197,0.00015766085,0.0010182773,0.005663139,0.00036089856,0.044501875],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9966409,0.0011016908,0.00009840962,0.00013281721,0.001606251,0.00041991606],"domain_scores_gemma":[0.9974643,0.00060750265,0.00013635695,0.0001344392,0.0015147383,0.00014262908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005089232,0.0012251373,0.0005670408,0.0046337587,0.0008482004,0.004129528,0.0013064152,0.001529216,0.007900658],"category_scores_gemma":[0.0068968325,0.0003948012,0.0010856242,0.002150151,0.00059988425,0.0027172742,0.0023378269,0.0012778594,0.001367025],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018286817,0.0002599822,0.007517635,0.0005933727,0.00020688021,0.00020581216,0.0005519263,0.15487789,0.0020758042,0.6072754,0.044406902,0.18184547],"study_design_scores_gemma":[0.000034709472,0.00027681605,0.006768413,0.0012440358,0.00018765249,0.00015805858,0.0016974757,0.15654135,0.0045657195,0.5221065,0.30633518,0.00008404072],"about_ca_topic_score_codex":0.0141501315,"about_ca_topic_score_gemma":0.015726198,"teacher_disagreement_score":0.0141501315,"about_ca_system_score_codex":0.005813347,"about_ca_system_score_gemma":0.008357517,"threshold_uncertainty_score":0.04217899},"labels":[],"label_agreement":null},{"id":"W4393231651","doi":"10.1111/jiec.13474","title":"Optimization of the end‐of‐life tire repartition within the European treatment system to minimize its environmental impacts","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Hydro-Québec","keywords":"Environmental science; Industrial ecology; Waste management; Sustainability; Engineering; Ecology; Biology","score_opus":0.02296749769261938,"score_gpt":0.23477442661936865,"score_spread":0.21180692892674927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393231651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8318217,0.00082904776,0.14983842,0.000233715,0.00003190439,0.00019978695,0.0003276198,0.00015454544,0.016563233],"genre_scores_gemma":[0.98758245,0.0001534745,0.0103461575,0.000023563322,0.0000023213263,0.00007649251,0.00013311708,0.000023675473,0.001658739],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990736,0.00032680877,0.0000362829,0.00018082741,0.00015540858,0.00022696894],"domain_scores_gemma":[0.9995566,0.00014697222,0.000082416744,0.000059265938,0.00010688062,0.00004778575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015301774,0.00084002886,0.000726392,0.0009406588,0.00066821405,0.0017366575,0.0006949615,0.0012392433,0.0029232842],"category_scores_gemma":[0.0012452044,0.00042038583,0.00090998795,0.0007996416,0.00054594903,0.0010315989,0.00086297985,0.0005640916,0.00041779084],"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":[0.00019879839,0.00013039356,0.0013876008,0.00009482724,0.00004920952,0.00005554557,0.000036176123,0.96199214,0.016955694,0.0019417352,0.00022979543,0.01692817],"study_design_scores_gemma":[0.000063052896,0.0011802872,0.008335962,0.00006895179,0.00012374813,0.00008031783,0.0003444691,0.9414659,0.037911717,0.004174595,0.0061945957,0.00005646497],"about_ca_topic_score_codex":0.0040330812,"about_ca_topic_score_gemma":0.0032033345,"teacher_disagreement_score":0.0040330812,"about_ca_system_score_codex":0.0015858004,"about_ca_system_score_gemma":0.0012437335,"threshold_uncertainty_score":0.011505842},"labels":[],"label_agreement":null},{"id":"W4393992944","doi":"10.1111/jiec.13465","title":"Environmental performance of eco‐design strategies applied to the building sector","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Industrial ecology; Business; Environmental resource management; Environmental economics; Architectural engineering; Sustainability; Environmental science; Environmental planning; Economics; Engineering; Ecology","score_opus":0.02180056604784821,"score_gpt":0.23235934977332223,"score_spread":0.210558783725474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393992944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99158525,0.0000898881,0.0043829028,0.00003308691,0.0000056138606,0.000045633165,0.00010438326,0.000020768464,0.0037325067],"genre_scores_gemma":[0.9988544,0.00003953456,0.0007528308,0.000005048118,4.7938073e-7,0.000013474711,0.000031478816,0.0000030174692,0.00029966526],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99950576,0.00021346244,0.000020550018,0.0000555658,0.000084120584,0.000120637684],"domain_scores_gemma":[0.9989672,0.0005618498,0.00013705596,0.00009956314,0.00017258956,0.0000618227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013386881,0.0006807071,0.0003651153,0.0005718237,0.00023731355,0.0012333497,0.0004866518,0.0006646307,0.0015930755],"category_scores_gemma":[0.0017432094,0.00019272155,0.000629878,0.0005560632,0.00043004373,0.00066479284,0.000688241,0.0003894102,0.00015373263],"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":[0.00016894568,0.00016105096,0.01054641,0.000054600056,0.000066585504,0.000064911066,0.00003090062,0.9737126,0.0068531157,0.0012811653,0.00007942784,0.0069803046],"study_design_scores_gemma":[0.00004793999,0.0015346241,0.022000317,0.000034732137,0.00012772567,0.000039215192,0.0005179176,0.95400834,0.017849747,0.0024493467,0.0013442398,0.000045825698],"about_ca_topic_score_codex":0.008121313,"about_ca_topic_score_gemma":0.0062012044,"teacher_disagreement_score":0.008121313,"about_ca_system_score_codex":0.0015135003,"about_ca_system_score_gemma":0.0006239016,"threshold_uncertainty_score":0.01614809},"labels":[],"label_agreement":null},{"id":"W4393992982","doi":"10.1111/jiec.13480","title":"Substitution modeling can coherently be used in attributional life cycle assessments","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Substitution (logic); Industrial ecology; Life-cycle assessment; Economics; Computer science; Sustainability; Production (economics); Biology; Microeconomics; Ecology","score_opus":0.06245979109328865,"score_gpt":0.3206396636876466,"score_spread":0.258179872594358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393992982","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029084342,0.00030962768,0.95266384,0.0022656636,0.00015458051,0.00012545622,0.0001857627,0.0002478465,0.014962818],"genre_scores_gemma":[0.8016718,0.00027692443,0.19422768,0.00036531826,0.00009970144,0.0003301959,0.00023131285,0.00012032888,0.002676696],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9716709,0.021239722,0.00138416,0.0017473152,0.003348845,0.0006090144],"domain_scores_gemma":[0.9368437,0.047131572,0.004791011,0.0069542467,0.0037932014,0.00048630574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028750306,0.001234598,0.0010695532,0.002973859,0.001427266,0.0043579172,0.003123448,0.001995603,0.0053465613],"category_scores_gemma":[0.06321434,0.00068402267,0.0024243619,0.0039272755,0.005508206,0.0074782264,0.005507216,0.0029466038,0.00080068153],"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":[0.000051311883,0.000044736928,0.0031625528,0.00015699009,0.00012207712,0.00011813292,0.0008041443,0.0833663,0.0003642069,0.8926885,0.0008637763,0.018257337],"study_design_scores_gemma":[0.00001118709,0.000041505467,0.00047987414,0.00009449165,0.000049644757,0.00006127504,0.00024262845,0.22513664,0.00059626065,0.767787,0.0054588597,0.00004068572],"about_ca_topic_score_codex":0.0039387564,"about_ca_topic_score_gemma":0.0041964296,"teacher_disagreement_score":0.028750306,"about_ca_system_score_codex":0.002558952,"about_ca_system_score_gemma":0.002987234,"threshold_uncertainty_score":0.15204793},"labels":[],"label_agreement":null},{"id":"W4399742303","doi":"10.1111/jiec.13506","title":"Delineating the embodied CO <sub>2</sub> emissions in Canada's exports: Routes, drivers, and paths","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","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":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Industrial ecology; Final demand; Supply chain; Emission intensity; Business; Greenhouse gas; Openness to experience; Input–output model; Material flow analysis; Natural resource economics; Resource (disambiguation); Environmental science; Industrial organization; Sustainability; Economics; Production (economics); Engineering; Waste management","score_opus":0.01324913035239871,"score_gpt":0.23131602551396593,"score_spread":0.21806689516156721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399742303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9500217,0.0010217396,0.0042948285,0.001685425,0.000032044623,0.00006960721,0.02067015,0.00007075206,0.022133758],"genre_scores_gemma":[0.9854232,0.0010265063,0.0022541096,0.000069084206,0.0000049741716,0.000016099082,0.006636633,0.000017557879,0.004551951],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998011,0.000012767876,0.000010022386,0.000032254444,0.00008092303,0.00006290193],"domain_scores_gemma":[0.9994073,0.00006485589,0.0000785927,0.000016853675,0.00038132927,0.000050961884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003229087,0.0003708862,0.00019199525,0.001882969,0.0008237161,0.0016902343,0.00025629095,0.00016345987,0.002343226],"category_scores_gemma":[0.0009805028,0.00014886403,0.00052905164,0.0039628064,0.00044782803,0.00056655944,0.00076371065,0.00048076766,0.00017752511],"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":[0.00006276116,0.000028751972,0.93430793,0.00020366561,0.00025432237,0.00043226927,0.00097587076,0.01912483,0.0010650037,0.01256621,0.00394057,0.027037775],"study_design_scores_gemma":[0.000007080202,0.000017184107,0.93917364,0.00018178887,0.00019583764,0.000094112256,0.004288434,0.024876392,0.001329644,0.002847556,0.02694146,0.000046731566],"about_ca_topic_score_codex":0.95177925,"about_ca_topic_score_gemma":0.9640665,"teacher_disagreement_score":0.048220754,"about_ca_system_score_codex":0.007738009,"about_ca_system_score_gemma":0.01681512,"threshold_uncertainty_score":0.09700942},"labels":[],"label_agreement":null},{"id":"W4401091342","doi":"10.1111/jiec.13539","title":"Mapping the global mass flow of seaweed: Cultivation to industry application","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Food industry; Laminaria; Food science; Algae; Carrageenan; Saccharina; Food processing; Food additive; Context (archaeology); Functional food; Biotechnology; Biology; Botany","score_opus":0.06223374140702323,"score_gpt":0.2724241349743526,"score_spread":0.21019039356732935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401091342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9316324,0.009280471,0.004810982,0.00048193234,0.000041300656,0.00007677706,0.042087037,0.00031021168,0.011278902],"genre_scores_gemma":[0.975368,0.0052952836,0.0046423026,0.00007360441,0.000022763688,0.000055564396,0.01303383,0.00002865903,0.0014799766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99987435,0.000018421717,0.000015896076,0.000039096343,0.000029967718,0.000022316166],"domain_scores_gemma":[0.9994149,0.00009084695,0.00019194462,0.000022604474,0.00024149433,0.00003825553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003002649,0.00035601936,0.00016928368,0.0048492784,0.00010909116,0.00049034366,0.00013270289,0.00017621323,0.0016955747],"category_scores_gemma":[0.0007672661,0.000093688606,0.00068565435,0.0065422426,0.00012332706,0.00056261173,0.00045569104,0.00013413794,0.00046675748],"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":[0.00022189257,0.000033334283,0.8365467,0.002475551,0.0004039633,0.0007098531,0.00067475025,0.008487537,0.0135931,0.0016396457,0.0044933376,0.1307203],"study_design_scores_gemma":[0.0000069152297,0.000070189155,0.96236783,0.0002399811,0.00014378784,0.00021207746,0.0009709058,0.006095983,0.0024369354,0.0005083177,0.026928134,0.000018970031],"about_ca_topic_score_codex":0.017780423,"about_ca_topic_score_gemma":0.013670074,"teacher_disagreement_score":0.017780423,"about_ca_system_score_codex":0.00060437835,"about_ca_system_score_gemma":0.0004731317,"threshold_uncertainty_score":0.03535384},"labels":[],"label_agreement":null},{"id":"W4401546297","doi":"10.1111/jiec.13537","title":"Environmental analysis of returnable packaging systems in different eCommerce business and packaging management models","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Paperboard; Life-cycle assessment; Environmental impact assessment; Business; Carton; Environmental economics; Operations management; Production (economics); Waste management; Economics; Engineering","score_opus":0.020638284282394295,"score_gpt":0.21704580207505497,"score_spread":0.1964075177926607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401546297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922849,0.00016749604,0.0029844467,0.000021408803,0.000004640924,0.00009011372,0.00022542969,0.00002786656,0.0041937674],"genre_scores_gemma":[0.99456394,0.00019389854,0.0030991342,0.00001487031,0.000002122667,0.00004629895,0.0003138289,0.000011599534,0.0017544089],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99914944,0.00025860532,0.00002568488,0.00010330012,0.00031237875,0.00015054064],"domain_scores_gemma":[0.99911004,0.00038285952,0.00011232832,0.00006902558,0.0002876883,0.00003813569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014794384,0.00070817466,0.00039249743,0.0010853383,0.00048510171,0.001630087,0.0006964626,0.0006508668,0.0016004521],"category_scores_gemma":[0.0012273841,0.0003254774,0.0010826689,0.00097301614,0.00061458204,0.0010679893,0.00047062672,0.00039457824,0.00015699313],"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":[0.001012375,0.0008424695,0.06362675,0.00032938013,0.00024989026,0.0005601166,0.00029097887,0.8468579,0.037420757,0.002732752,0.0005590578,0.04551758],"study_design_scores_gemma":[0.000073281815,0.0033437214,0.15150563,0.000054520777,0.00042385233,0.00017422557,0.0013634277,0.7909522,0.046904214,0.0015621583,0.0035327396,0.00011000695],"about_ca_topic_score_codex":0.046410523,"about_ca_topic_score_gemma":0.053850446,"teacher_disagreement_score":0.046410523,"about_ca_system_score_codex":0.003403562,"about_ca_system_score_gemma":0.00076676725,"threshold_uncertainty_score":0.092280805},"labels":[],"label_agreement":null},{"id":"W4401580004","doi":"10.1111/jiec.13546","title":"Assessing robustness of consequential LCA: Insights from a multiregional economic model tailored to the cement industrial symbiosis","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Industrial ecology; Robustness (evolution); Life-cycle assessment; Variance (accounting); Environmental economics; Uncertainty analysis; Climate change; Computer science; Econometrics; Environmental resource management; Risk analysis (engineering); Economics; Production (economics); Sustainability; Business; Accounting; Simulation","score_opus":0.06025430925794467,"score_gpt":0.2894265983140171,"score_spread":0.22917228905607245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401580004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9123169,0.000939609,0.07117644,0.0026924768,0.00009883574,0.00012021399,0.00080606126,0.0002792629,0.01157012],"genre_scores_gemma":[0.9965481,0.00015553593,0.0022928778,0.000064001826,0.000014632494,0.000017106515,0.00011919601,0.000033879718,0.000754746],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982286,0.0010117937,0.000076558805,0.00028839143,0.00010758277,0.00028709043],"domain_scores_gemma":[0.9730896,0.021733694,0.0024096724,0.0012278212,0.0008851824,0.0006540768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007426035,0.0012874594,0.0022385835,0.0012911925,0.00089506706,0.003462563,0.002776607,0.0032256485,0.0034590848],"category_scores_gemma":[0.031849194,0.00085796934,0.0018688331,0.00093389413,0.0025317722,0.002441903,0.0027630185,0.0029998645,0.00018424919],"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":[0.0000619151,0.000035957328,0.0017146423,0.00002313596,0.00008779758,0.00006289018,0.000019349503,0.9922544,0.00014569344,0.004916284,0.0001532352,0.00052472076],"study_design_scores_gemma":[0.000029701532,0.000049936003,0.000896514,0.00000993591,0.000058597136,0.000011491471,0.0000524023,0.9912152,0.00011664774,0.007397666,0.00014624528,0.000015640431],"about_ca_topic_score_codex":0.06876801,"about_ca_topic_score_gemma":0.028179713,"teacher_disagreement_score":0.06876801,"about_ca_system_score_codex":0.0029148504,"about_ca_system_score_gemma":0.0028765982,"threshold_uncertainty_score":0.1367355},"labels":[],"label_agreement":null},{"id":"W4402925815","doi":"10.1111/jiec.13548","title":"Developing a comprehensive account of embodied emissions within the Canadian construction sector","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Canada Research Chairs","keywords":"Industrial ecology; Embodied cognition; Business; Natural resource economics; Environmental resource management; Economics; Sustainability; Ecology; Computer science","score_opus":0.04389657046484961,"score_gpt":0.27776478572916874,"score_spread":0.2338682152643191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402925815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5051314,0.0064576236,0.03910348,0.005072276,0.00041942508,0.0005856291,0.22449557,0.0008616736,0.21787295],"genre_scores_gemma":[0.8943851,0.005932539,0.026076678,0.00028012946,0.000056333207,0.00016751816,0.039462198,0.00020198339,0.033437572],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99888724,0.00005477543,0.000037960654,0.000090360416,0.00067777204,0.0002518944],"domain_scores_gemma":[0.99845445,0.00007174471,0.00008025124,0.00006002223,0.0012570807,0.00007650335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006541702,0.0011189833,0.00053851784,0.004741683,0.0017672731,0.0032813544,0.001050606,0.0004776007,0.004784913],"category_scores_gemma":[0.0013578527,0.0004080278,0.0010730511,0.010450711,0.00047392954,0.001441507,0.000922236,0.0007286887,0.00045677743],"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":[0.00014357426,0.00012274491,0.116885655,0.000818026,0.00083273975,0.0007579947,0.0010531833,0.6151149,0.0038598052,0.107049346,0.070283934,0.083078004],"study_design_scores_gemma":[0.000039670616,0.00005224649,0.18986855,0.0004991049,0.0006173836,0.00019863485,0.0029507887,0.40268838,0.0066873753,0.017001737,0.3789682,0.00042782634],"about_ca_topic_score_codex":0.9927106,"about_ca_topic_score_gemma":0.9935868,"teacher_disagreement_score":0.051379584,"about_ca_system_score_codex":0.051379584,"about_ca_system_score_gemma":0.060820207,"threshold_uncertainty_score":0.3727867},"labels":[],"label_agreement":null},{"id":"W4404506775","doi":"10.1111/jiec.13591","title":"Image‐based prediction of residential building attributes with deep learning","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; ARUP Institute for Clinical and Experimental Pathology; University of Toronto; Cement Association of Canada","keywords":"Deep learning; Artificial intelligence; Computer science","score_opus":0.01579291304436946,"score_gpt":0.2196957396652106,"score_spread":0.20390282662084114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404506775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5310234,0.0008161972,0.4557425,0.00030380927,0.00012150284,0.00007178724,0.0027042325,0.0033559608,0.0058606635],"genre_scores_gemma":[0.9541909,0.00012021127,0.041277386,0.000060807728,0.000024071895,0.000029195628,0.0022807696,0.00004066867,0.0019758758],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999881,0.000013850649,0.0000040556315,0.00004114059,0.000026981068,0.000033006734],"domain_scores_gemma":[0.99986434,0.000035985566,0.000017376424,0.000017452621,0.000053216652,0.000011588846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022012438,0.00067251944,0.00036858086,0.00076692324,0.00012959808,0.00039290698,0.000652048,0.00044188095,0.0012741048],"category_scores_gemma":[0.0005338142,0.00028485912,0.0004926905,0.00075611897,0.0001957945,0.0005452839,0.00038270943,0.0005547484,0.00054344325],"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":[0.00016403272,0.00030277114,0.015655931,0.00005104135,0.0000720894,0.00007542753,0.000027031363,0.78500485,0.00623481,0.0007605273,0.0043130834,0.18733843],"study_design_scores_gemma":[0.0000015499689,0.0000053161493,0.0012051566,0.000001738159,0.0000028757158,0.0000033761899,0.0000038069443,0.9976433,0.00080329785,0.00019703757,0.00013085325,0.0000017369725],"about_ca_topic_score_codex":0.020729063,"about_ca_topic_score_gemma":0.031582016,"teacher_disagreement_score":0.020729063,"about_ca_system_score_codex":0.0006983578,"about_ca_system_score_gemma":0.000471715,"threshold_uncertainty_score":0.04121679},"labels":[],"label_agreement":null},{"id":"W4405883862","doi":"10.1111/jiec.13602","title":"Oil discovery, energy transition, and the decline in wholesale prices during the Great Depression","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Economics; Granger causality; Great Depression; Agricultural economics; Monetary economics; Index (typography); Product (mathematics); Price level; Coal; Econometrics; Chemistry","score_opus":0.01738855609080546,"score_gpt":0.21705192992414016,"score_spread":0.1996633738333347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405883862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940562,0.00019100979,0.00032698482,0.0005431191,0.0000103399725,0.000003909586,0.0010215831,0.000013265042,0.0038336082],"genre_scores_gemma":[0.9989334,0.0001035018,0.00006625031,0.000019865542,0.0000069774123,0.0000019117872,0.00041417606,0.0000027082128,0.0004511969],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99987614,0.000020447747,0.000011530171,0.000027549006,0.000034514676,0.000029705196],"domain_scores_gemma":[0.9988913,0.00035825436,0.00043592544,0.000044312084,0.00014087724,0.00012937193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036773816,0.00008216874,0.00014960798,0.0005435922,0.0002343339,0.0006512288,0.0001699923,0.0002031587,0.0033356322],"category_scores_gemma":[0.002707026,0.0000852107,0.00012781195,0.0013617818,0.00049541483,0.0003992325,0.00044261236,0.00035587244,0.00023487861],"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":[0.00023817504,0.00005332686,0.95625365,0.00005943518,0.00010205237,0.0005414923,0.0010614384,0.002469989,0.001669998,0.0068685804,0.0054274816,0.025254454],"study_design_scores_gemma":[0.0000048185866,0.00001649539,0.9953595,0.0000060734965,0.000010917041,0.00003153536,0.000407436,0.0019111754,0.00012932639,0.0009391878,0.0011792643,0.000004135501],"about_ca_topic_score_codex":0.026769178,"about_ca_topic_score_gemma":0.031187532,"teacher_disagreement_score":0.026769178,"about_ca_system_score_codex":0.0006252227,"about_ca_system_score_gemma":0.00031057498,"threshold_uncertainty_score":0.05322677},"labels":[],"label_agreement":null},{"id":"W4408670239","doi":"10.1111/jiec.70000","title":"Tipping points toward sustainability: The role of industrial ecology","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Austrian Science Fund; European Commission","keywords":"Industrial ecology; Sustainability; Ecology; Environmental resource management; Economics; Natural resource economics; Business; Biology","score_opus":0.01923031194241684,"score_gpt":0.24738032601209123,"score_spread":0.2281500140696744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408670239","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033366162,0.039217554,0.05767517,0.6354509,0.009898552,0.000097942444,0.00012075677,0.00027479802,0.22389813],"genre_scores_gemma":[0.877283,0.04043487,0.016301384,0.03787953,0.0044693444,0.00018570607,0.000121876394,0.00036715175,0.022957165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98061705,0.012844054,0.00036613792,0.0012549609,0.0031151976,0.0018025876],"domain_scores_gemma":[0.967512,0.02558837,0.001029989,0.0013720018,0.002366898,0.0021306465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026097685,0.00072760996,0.0010631968,0.0024737855,0.007111375,0.024097588,0.002604503,0.008603509,0.011703953],"category_scores_gemma":[0.031279653,0.00032411463,0.00085654843,0.0030654927,0.029879201,0.021893334,0.01882395,0.012651928,0.0014094583],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000436815,0.000033184075,0.0013055652,0.00049829617,0.00001609414,0.0004477582,0.01613192,0.0011026559,0.0003295148,0.87553895,0.034087077,0.070465215],"study_design_scores_gemma":[0.00000694591,0.000039935137,0.00088217197,0.0011452439,0.000010318224,0.0001424516,0.019308288,0.0009853063,0.00042719446,0.66971076,0.30730075,0.00004077323],"about_ca_topic_score_codex":0.0020556424,"about_ca_topic_score_gemma":0.0028058658,"teacher_disagreement_score":0.026097685,"about_ca_system_score_codex":0.00668652,"about_ca_system_score_gemma":0.009241574,"threshold_uncertainty_score":0.13801938},"labels":[],"label_agreement":null},{"id":"W4409346411","doi":"10.1111/jiec.70023","title":"The updated and improved method for water scarcity impact assessment in LCA, AWARE2.0","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Total; Hydro-Québec; L'Oreal USA","keywords":"Scarcity; Industrial ecology; Water scarcity; Natural resource economics; Environmental science; Business; Environmental economics; Environmental resource management; Economics; Sustainability; Water resources; Ecology; Microeconomics","score_opus":0.013336822387692097,"score_gpt":0.33820975717112184,"score_spread":0.32487293478342977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409346411","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011934458,0.0006868087,0.9340373,0.00055634195,0.00071816635,0.0004087246,0.014612674,0.016596602,0.020448893],"genre_scores_gemma":[0.12525882,0.0007777716,0.82799965,0.00054685713,0.00029046755,0.0012359467,0.022589285,0.0083843665,0.012916763],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99676216,0.0010270501,0.00023563189,0.00046895444,0.0013717501,0.0001345315],"domain_scores_gemma":[0.9941658,0.0019022431,0.00028093107,0.0013259271,0.0022383633,0.00008673996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004300862,0.0013995643,0.0010461061,0.0044743638,0.0007334027,0.0032094927,0.0014930947,0.0010896609,0.016295375],"category_scores_gemma":[0.016674904,0.00097116246,0.0023111284,0.004367389,0.0004250359,0.0030443738,0.0017789054,0.0023147573,0.0058631785],"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":[0.00024174378,0.00024750855,0.01580765,0.0013146247,0.0006223216,0.0002568225,0.00036159798,0.19379133,0.005950734,0.065390915,0.19320653,0.5228082],"study_design_scores_gemma":[0.0001275679,0.00009889717,0.0073594963,0.00027265778,0.00021342962,0.00027266805,0.0002170923,0.6087408,0.012101839,0.05461202,0.3157001,0.00028339797],"about_ca_topic_score_codex":0.012110421,"about_ca_topic_score_gemma":0.012172148,"teacher_disagreement_score":0.016295375,"about_ca_system_score_codex":0.001026586,"about_ca_system_score_gemma":0.002249118,"threshold_uncertainty_score":0.054513454},"labels":[],"label_agreement":null},{"id":"W4409894134","doi":"10.1111/jiec.70022","title":"A data‐centric investigation on the challenges of machine learning methods for bridging life cycle inventory data gaps","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Bridging (networking); Computer science; Life cycle inventory; Data science; Life-cycle assessment; Economics","score_opus":0.27174937835849916,"score_gpt":0.38325328892258825,"score_spread":0.11150391056408909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409894134","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1624172,0.011768573,0.78768367,0.025872061,0.0005742854,0.00048524,0.00096830196,0.0014484167,0.008782259],"genre_scores_gemma":[0.5310528,0.002541436,0.4615528,0.0017145526,0.0003084381,0.00029648482,0.001332171,0.00020893224,0.000992342],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9708527,0.016038757,0.001937216,0.0032369113,0.007542944,0.0003916265],"domain_scores_gemma":[0.83279306,0.11942096,0.0064805886,0.019405993,0.020771362,0.0011279939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.059029914,0.0010338648,0.0011824318,0.0029759181,0.0013749746,0.0048836004,0.0031868052,0.0021499794,0.0010083147],"category_scores_gemma":[0.14645593,0.0005549936,0.001287806,0.004473412,0.0018581898,0.008089386,0.0023623866,0.0051237093,0.00051386486],"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":[0.0005528128,0.0008844731,0.07166638,0.0013064436,0.00059857004,0.00037364362,0.0019182483,0.16291997,0.008103349,0.091583334,0.010961411,0.64913136],"study_design_scores_gemma":[0.000047602836,0.0003515546,0.013169852,0.0004721595,0.0000706422,0.00034198884,0.0013023043,0.8810233,0.013390835,0.0615471,0.028193299,0.00008938225],"about_ca_topic_score_codex":0.004051205,"about_ca_topic_score_gemma":0.0034661386,"teacher_disagreement_score":0.059029914,"about_ca_system_score_codex":0.0023728963,"about_ca_system_score_gemma":0.0035698155,"threshold_uncertainty_score":0.3121838},"labels":[],"label_agreement":null},{"id":"W4410451027","doi":"10.1111/jiec.70026","title":"Assessment of a critical mineral recycling network: A case study on nickel recovery from production waste in Korean eco‐industrial parks","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Industrial ecology; Industrial symbiosis; Business; Circular economy; Resource (disambiguation); Emerging markets; Supply chain; Resource efficiency; Environmental economics; Industrial organization; Natural resource economics; Waste management; Sustainability; Economics; Computer science; Engineering; Ecology","score_opus":0.04294960740545087,"score_gpt":0.31746577824722677,"score_spread":0.27451617084177593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410451027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98726165,0.00011064832,0.0066955644,0.00022568702,0.00000756926,0.00018165237,0.00016228226,0.000036120666,0.0053189704],"genre_scores_gemma":[0.99216485,0.0001357087,0.005781949,0.00002055612,0.000002059895,0.000050932176,0.000117195465,0.000010816652,0.0017160956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990115,0.00041252215,0.000050128925,0.00011355552,0.00022598142,0.00018624603],"domain_scores_gemma":[0.99869835,0.0004696116,0.00021026259,0.00014491283,0.00031613378,0.00016073187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018503475,0.00030440747,0.00024819435,0.0014612838,0.001893224,0.001497973,0.0011971998,0.0010643577,0.0017473218],"category_scores_gemma":[0.0016875361,0.00022067306,0.0004533946,0.0017224115,0.00095907686,0.0019834265,0.001836394,0.00050800806,0.00018830215],"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":[0.0011883192,0.0024205996,0.44274583,0.0023762041,0.00027919243,0.090078905,0.038025606,0.13498367,0.036986146,0.052756723,0.007503715,0.19065507],"study_design_scores_gemma":[0.00015978415,0.0014847021,0.18375109,0.00075236557,0.0004135886,0.007574864,0.32287717,0.32766816,0.062105183,0.017685285,0.07522744,0.00030030846],"about_ca_topic_score_codex":0.012708089,"about_ca_topic_score_gemma":0.025406124,"teacher_disagreement_score":0.012708089,"about_ca_system_score_codex":0.0021762725,"about_ca_system_score_gemma":0.0019826593,"threshold_uncertainty_score":0.025268257},"labels":[],"label_agreement":null},{"id":"W4411702584","doi":"10.1111/jiec.70056","title":"SSELF: A Specific SEmiautomated Lifecycle Footprinting framework to go beyond generic data in LCA","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Hydro-Québec; Total; ArcelorMittal; Polytechnique Montréal","keywords":"Supply chain; Footprint; Upstream (networking); Computer science; Product (mathematics); Industrial ecology; Life-cycle assessment; Footprinting; Carbon footprint; Business; Production (economics); Environmental economics; Sustainability; Greenhouse gas; Marketing; Economics","score_opus":0.03305112155522476,"score_gpt":0.29816390008346205,"score_spread":0.2651127785282373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411702584","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007924883,0.00012896751,0.989219,0.00031057541,0.00006220922,0.00019367077,0.0012510009,0.0034285386,0.004613427],"genre_scores_gemma":[0.024971308,0.0003589042,0.9663794,0.00022581834,0.000063290325,0.0005282852,0.0037578575,0.0010461329,0.0026690273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9951349,0.0016817132,0.0004964047,0.00069319946,0.0016813058,0.00031236006],"domain_scores_gemma":[0.99574465,0.0014698905,0.0003531741,0.0012542688,0.0009775814,0.00020042248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008189405,0.0020059347,0.0011093208,0.0037524372,0.0011581221,0.005535254,0.004112774,0.0019509827,0.01282626],"category_scores_gemma":[0.009795247,0.0012400168,0.0046591614,0.0030237583,0.0023578787,0.006113801,0.006022063,0.0028369306,0.004524077],"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":[0.00009447174,0.000115841736,0.0029608416,0.00072609074,0.00015082755,0.00045692894,0.000830423,0.17077987,0.00291523,0.6690827,0.024810797,0.1270759],"study_design_scores_gemma":[0.000035367557,0.00006945975,0.0006161065,0.00031870045,0.000060445014,0.0002812028,0.0002684702,0.40586638,0.0033294477,0.35321742,0.23582058,0.00011638831],"about_ca_topic_score_codex":0.011176482,"about_ca_topic_score_gemma":0.015927888,"teacher_disagreement_score":0.01282626,"about_ca_system_score_codex":0.0020955428,"about_ca_system_score_gemma":0.0052628815,"threshold_uncertainty_score":0.043310285},"labels":[],"label_agreement":null},{"id":"W4411939296","doi":"10.1111/jiec.70070","title":"Winners of the 2024 Graedel Prizes: The <i>Journal of Industrial Ecology</i> Best Paper Prizes","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Industrial ecology; Ecology; Economics; Business; Biology; Sustainability","score_opus":0.020359859713092277,"score_gpt":0.2348630537749041,"score_spread":0.2145031940618118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411939296","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073579825,0.010373109,0.0020990847,0.19022378,0.5815373,0.00022391912,0.003505605,0.00053002586,0.2041492],"genre_scores_gemma":[0.03797114,0.003955101,0.0013713693,0.016204977,0.06509164,0.00021215637,0.0029791533,0.00067216944,0.8715422],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969863,0.00031189664,0.000091185284,0.00027213423,0.0013664325,0.0009721043],"domain_scores_gemma":[0.9895864,0.00025705196,0.00020907626,0.00021329429,0.0022773424,0.007456874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048234896,0.001593161,0.0013563773,0.0018605863,0.0028233712,0.011646664,0.0013885425,0.0048147626,0.098577894],"category_scores_gemma":[0.006734153,0.000408298,0.0012188497,0.0009296687,0.0011970036,0.002085221,0.0044218153,0.005392541,0.06375262],"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":[0.0000780701,0.000034028977,0.0001939711,0.00002587016,0.000011575834,0.0000405061,0.000010884616,0.00007058403,0.00014643521,0.0022484544,0.9862477,0.010891807],"study_design_scores_gemma":[0.00006313937,0.000102695376,0.0031143785,0.00005487046,0.000010540525,0.00006718249,0.0001303992,0.00034749185,0.00026303632,0.0031486985,0.99266475,0.00003282958],"about_ca_topic_score_codex":0.0026423526,"about_ca_topic_score_gemma":0.0077908873,"teacher_disagreement_score":0.098577894,"about_ca_system_score_codex":0.0029535915,"about_ca_system_score_gemma":0.005150641,"threshold_uncertainty_score":0.32977587},"labels":[],"label_agreement":null},{"id":"W4411939319","doi":"10.1111/jiec.70062","title":"The biophysical economic structure of four developed countries: Lessons for decarbonization","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"Svenska Forskningsrådet Formas","keywords":"Industrial ecology; Environmental science; Business; Natural resource economics; Economics; Biology; Sustainability; Ecology","score_opus":0.03133824791376354,"score_gpt":0.31698802383199015,"score_spread":0.2856497759182266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411939319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97522867,0.0012400508,0.0008029623,0.0010215439,0.000013123151,0.000022077787,0.000694459,0.00001783066,0.020959314],"genre_scores_gemma":[0.99832684,0.0005523827,0.0004280374,0.000044920456,0.0000018236785,0.0000048966967,0.0002671844,0.0000036440488,0.00037024636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995845,0.000094469484,0.000015356014,0.000043364653,0.00007055964,0.0001917589],"domain_scores_gemma":[0.99947983,0.000087046064,0.00007991804,0.000047511807,0.00021438536,0.00009133475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006329957,0.00025115183,0.0004532715,0.0032086389,0.0010783334,0.0031431317,0.00031711403,0.00024386073,0.0009291928],"category_scores_gemma":[0.0013272935,0.00017152558,0.00049768056,0.005403365,0.001869511,0.0010442805,0.001786311,0.0005742452,0.000060334187],"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":[0.0004610076,0.000106661864,0.66551787,0.00023837289,0.0005134899,0.0015604947,0.0066790623,0.05591152,0.0017685613,0.19443499,0.0029637057,0.069844306],"study_design_scores_gemma":[0.000043271495,0.00008828564,0.90983176,0.00028645902,0.00021517329,0.00019293344,0.027923515,0.013766526,0.0010022613,0.023194123,0.0233695,0.00008606361],"about_ca_topic_score_codex":0.44566187,"about_ca_topic_score_gemma":0.50104517,"teacher_disagreement_score":0.44566187,"about_ca_system_score_codex":0.007121213,"about_ca_system_score_gemma":0.004735717,"threshold_uncertainty_score":0.8861357},"labels":[],"label_agreement":null},{"id":"W4412863393","doi":"10.1111/jiec.70086","title":"Circular economy strategies in cities as a value‐driven approach to infrastructure management","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Circular economy; Business; Value (mathematics); Industrial ecology; Natural resource economics; Economics; Economic system; Environmental economics; Environmental resource management; Industrial organization; Sustainability; Computer science","score_opus":0.01262943633896663,"score_gpt":0.2301214323906245,"score_spread":0.21749199605165787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412863393","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29537937,0.0013828265,0.32504088,0.013695024,0.00013902246,0.00047246928,0.0001281476,0.00020641016,0.3635558],"genre_scores_gemma":[0.9834741,0.00021189195,0.010646212,0.00014250547,0.000014699312,0.00007933923,0.000019791238,0.000018789075,0.0053927996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99785125,0.0011242115,0.00007899721,0.000200643,0.00030973912,0.00043518553],"domain_scores_gemma":[0.99633706,0.001403937,0.00062371796,0.00044586146,0.000727436,0.00046199237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032051483,0.00041836873,0.000322066,0.0020501562,0.0021866707,0.008115799,0.0013389246,0.0017621767,0.006479699],"category_scores_gemma":[0.005180096,0.00030635082,0.0006826993,0.0018190078,0.010205562,0.005123627,0.0049194586,0.001557708,0.00029711568],"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":[0.000014376321,0.00003148341,0.001133624,0.000037121157,0.000012925203,0.00009254892,0.0008387162,0.02186475,0.00020296196,0.96894777,0.00074748433,0.006076312],"study_design_scores_gemma":[0.0000186246,0.000043286025,0.0014298147,0.00010478121,0.00001578471,0.00007287946,0.004791701,0.075282276,0.00065655663,0.88187367,0.035682302,0.000028337032],"about_ca_topic_score_codex":0.0075162635,"about_ca_topic_score_gemma":0.0098329885,"teacher_disagreement_score":0.009574992,"about_ca_system_score_codex":0.009574992,"about_ca_system_score_gemma":0.0052390005,"threshold_uncertainty_score":0.06947178},"labels":[],"label_agreement":null},{"id":"W4412863409","doi":"10.1111/jiec.70081","title":"Assessing plastic uses and waste through an environmentally extended SAM‐based and structural path analysis: The case of Côte d'Ivoire","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cote d ivoire; Path (computing); Industrial ecology; Waste management; Computer science; Engineering; Sustainability; Biology; Humanities; Ecology","score_opus":0.0222164404674068,"score_gpt":0.2723786559157238,"score_spread":0.250162215448317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412863409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98816353,0.00008358623,0.009446997,0.00016979458,0.0000037022653,0.00004860231,0.00027723375,0.000020138614,0.0017863855],"genre_scores_gemma":[0.98298347,0.00012715386,0.015520968,0.0000112861935,0.0000013205515,0.000030653173,0.00018453659,0.000010145304,0.0011304222],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99963856,0.00020547507,0.000013893931,0.0000417957,0.00004170114,0.000058512043],"domain_scores_gemma":[0.99907947,0.00063417765,0.00006266093,0.000035207508,0.0001478086,0.000040638377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012226729,0.00071106665,0.00046508582,0.0023556654,0.000777728,0.0017318594,0.000622299,0.0006490478,0.002836085],"category_scores_gemma":[0.002660695,0.00036916565,0.00092075474,0.0032621443,0.00066777476,0.0011046655,0.001173673,0.0005533063,0.0001350319],"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":[0.00033371052,0.00039428272,0.35267833,0.0002495524,0.0004935011,0.0034440316,0.003307904,0.53884643,0.0040252274,0.022080498,0.0006847716,0.0734617],"study_design_scores_gemma":[0.00004742762,0.00029736862,0.17579709,0.000107525506,0.00029097497,0.0003819064,0.0097199315,0.7955657,0.0018292746,0.012694887,0.0032016912,0.000066208544],"about_ca_topic_score_codex":0.17036864,"about_ca_topic_score_gemma":0.2820822,"teacher_disagreement_score":0.17036864,"about_ca_system_score_codex":0.0022735256,"about_ca_system_score_gemma":0.0025978077,"threshold_uncertainty_score":0.338754},"labels":[],"label_agreement":null},{"id":"W4415790022","doi":"10.1111/jiec.70118","title":"Forecasting sustainability implications of material innovations: Lessons from an illustrative case study on photochromic textiles","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Université de Bordeaux; Agence Nationale de la Recherche","keywords":"Sustainability; Product (mathematics); Industrial ecology; Life-cycle assessment; Production (economics); New product development; Value (mathematics); Unit (ring theory)","score_opus":0.07071646347053093,"score_gpt":0.33781760019784,"score_spread":0.26710113672730906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415790022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96503174,0.00033744753,0.018636752,0.0016573018,0.00003919301,0.00032134543,0.0004144936,0.00006162404,0.0135002],"genre_scores_gemma":[0.98081446,0.00034227382,0.016641816,0.00006133507,0.000015208884,0.00010304029,0.00018146294,0.0000132900905,0.0018270941],"study_design_codex":"simulation_or_modeling","study_design_gemma":"case_report","domain_scores_codex":[0.9986374,0.00085662206,0.000057328205,0.000109226756,0.00021517697,0.0001242176],"domain_scores_gemma":[0.9887533,0.009551491,0.0004159542,0.0003690251,0.00066345796,0.00024676538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003255038,0.00061270205,0.00038616976,0.0012925337,0.001241341,0.0024518312,0.0011120515,0.0030634645,0.0025465314],"category_scores_gemma":[0.007725151,0.00030256296,0.0007747134,0.0015220324,0.0009308592,0.0019023048,0.0011289454,0.0012650911,0.00028318513],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056075625,0.0022387828,0.06756475,0.00047712846,0.00012515277,0.011189132,0.0040581357,0.8190909,0.0059431866,0.019966118,0.004030635,0.06475542],"study_design_scores_gemma":[0.00013500392,0.0010083104,0.017763626,0.00021836114,0.00009299963,0.00075887115,0.014574593,0.9274669,0.00703659,0.01818264,0.012621206,0.00014080609],"about_ca_topic_score_codex":0.01639868,"about_ca_topic_score_gemma":0.025274916,"teacher_disagreement_score":0.01639868,"about_ca_system_score_codex":0.0026433873,"about_ca_system_score_gemma":0.0012145513,"threshold_uncertainty_score":0.032606423},"labels":[],"label_agreement":null},{"id":"W4416854742","doi":"10.1007/s44498-026-00053-9","title":"Regioinvent: a regionalized version of ecoinvent integrating detailed trade data","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Supply chain; Production (economics); Product (mathematics); Consumption (sociology); Process (computing); Spatialization; Supply and demand; Scenario analysis","score_opus":0.04264262256194645,"score_gpt":0.29204968966546113,"score_spread":0.24940706710351468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416854742","genre_codex":"dataset","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06766006,0.00032370398,0.10378279,0.00052694266,0.0002821009,0.00048471903,0.58030546,0.2000498,0.046584442],"genre_scores_gemma":[0.19618258,0.00038531204,0.15284508,0.00023767768,0.000113325346,0.0007236921,0.5875712,0.044771194,0.017169997],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861574,0.00024619143,0.00014090231,0.0003935201,0.0003884069,0.00021508738],"domain_scores_gemma":[0.99589324,0.00093634846,0.00035320708,0.0019255151,0.0006293049,0.00026233785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023453583,0.0018914487,0.0009534886,0.0046560178,0.00044160578,0.0028294537,0.0020920509,0.0007598002,0.03674675],"category_scores_gemma":[0.0090007195,0.0015457253,0.0018710884,0.004677662,0.0005453029,0.0037042229,0.0027518102,0.0009912272,0.016920583],"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":[0.0035791474,0.0009310551,0.08479181,0.0016647074,0.0027051475,0.0012992157,0.002022469,0.12679723,0.0130028,0.036557402,0.58345884,0.14319019],"study_design_scores_gemma":[0.00076794607,0.00023724652,0.050157063,0.0001856465,0.00047034794,0.0006360567,0.000622384,0.12061362,0.01625495,0.02551205,0.7840554,0.00048734221],"about_ca_topic_score_codex":0.030220743,"about_ca_topic_score_gemma":0.027732605,"teacher_disagreement_score":0.03674675,"about_ca_system_score_codex":0.0006988351,"about_ca_system_score_gemma":0.0018054241,"threshold_uncertainty_score":0.12293011},"labels":[],"label_agreement":null}]}