{"meta":{"query_hash":"7b3db4b65afc","filters":{"topic":"Sustainability and Ecological Systems Analysis"},"cohort_total":225,"direct_labels_cover":0,"predictions_cover":225,"exported":225,"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/7b3db4b65afc","api":"https://metacan.xera.ac/api/v1/cohort?topic=Sustainability+and+Ecological+Systems+Analysis"},"results":[{"id":"W121311783","doi":"10.5751/es-00664-090203","title":"Thresholds in Ecological and Social&amp;#8211;Ecological Systems: a Developing Database","year":2004,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":517,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ecology; Ecological systems theory; Environmental resource management; Geography; Biology; Environmental science","score_opus":0.02386603907899414,"score_gpt":0.25703456512916695,"score_spread":0.2331685260501728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W121311783","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02264316,0.05835747,0.12868263,0.0064724274,0.00087067124,0.004789115,0.70187193,0.008391698,0.06792084],"genre_scores_gemma":[0.046853084,0.074924305,0.3425201,0.001382835,0.0003860781,0.009948895,0.51193774,0.0013108671,0.010736043],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913051,0.0011691499,0.0053746076,0.0006030764,0.0013944801,0.00015365305],"domain_scores_gemma":[0.942268,0.03627269,0.0054987897,0.005967753,0.0083172135,0.0016754734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008397391,0.0007082451,0.002632533,0.031851325,0.0012887875,0.008720329,0.0028694388,0.0021719837,0.02515016],"category_scores_gemma":[0.06440588,0.00093438063,0.0012249582,0.0595031,0.0009960904,0.009809205,0.004296878,0.0016350719,0.010290788],"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":[0.00038797635,0.00015910335,0.011426078,0.051682543,0.00030579467,0.0008965017,0.0023785331,0.0031999853,0.001744251,0.05927571,0.28828362,0.5802599],"study_design_scores_gemma":[0.00012311252,0.00006843486,0.0084786825,0.008794416,0.0002715408,0.0008504248,0.00087422074,0.002347214,0.000817534,0.013878614,0.96340454,0.00009124339],"about_ca_topic_score_codex":0.0053356965,"about_ca_topic_score_gemma":0.0066527966,"teacher_disagreement_score":0.031851325,"about_ca_system_score_codex":0.0023613854,"about_ca_system_score_gemma":0.007624847,"threshold_uncertainty_score":0.08413565},"labels":[],"label_agreement":null},{"id":"W12943535","doi":"10.1023/a:1020125725915","title":"An Ecological Economics Perspective on Sustainability and Prospects for Ending Poverty","year":2002,"lang":"en","type":"article","venue":"Population and Environment","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":56,"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; Vancouver Community College","funders":"","keywords":"Environmental ethics; Humanity; Sustainability; Destiny (ISS module); Economic Justice; Mythology; Sociology; Political science; Law; Ecology","score_opus":0.014501638793958488,"score_gpt":0.23597387327215194,"score_spread":0.22147223447819345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W12943535","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":[0.023765197,0.020133413,0.07605174,0.26332852,0.0016374841,0.00004842991,0.00030442537,0.00004099396,0.6146897],"genre_scores_gemma":[0.9093557,0.016673602,0.013040764,0.012850143,0.0032518243,0.00018450618,0.000090400405,0.000043285454,0.04450984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987112,0.0007323696,0.000026065656,0.000092206545,0.00029402302,0.00014411451],"domain_scores_gemma":[0.9979377,0.0014051341,0.00013941355,0.000097387434,0.0002383776,0.00018204817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027449538,0.00065533305,0.0006037949,0.001921003,0.0016950665,0.004693438,0.0010120792,0.0043717865,0.010931259],"category_scores_gemma":[0.003520739,0.00033957054,0.00050301064,0.0017931509,0.010681719,0.00863159,0.0020618818,0.0035045857,0.00049096334],"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":[0.0000030726417,0.000008952216,0.00006636302,0.000012561623,0.0000028270783,0.00001814788,0.00004592012,0.0006108338,0.000014166066,0.99523854,0.0016904834,0.0022881466],"study_design_scores_gemma":[0.0000022643558,0.000004197508,0.00007771803,0.00002100889,0.0000018674477,0.000019700708,0.00014741499,0.00036926026,0.000013319466,0.9880822,0.011259527,0.000001583675],"about_ca_topic_score_codex":0.0018937772,"about_ca_topic_score_gemma":0.0027981345,"teacher_disagreement_score":0.010931259,"about_ca_system_score_codex":0.0026177608,"about_ca_system_score_gemma":0.002111426,"threshold_uncertainty_score":0.0365687},"labels":[],"label_agreement":null},{"id":"W13595956","doi":"10.7202/1044580ar","title":"Évaluation des écosystèmes en début de millénaire : conclusions et retombées","year":2018,"lang":"fr","type":"article","venue":"Les ateliers de l éthique","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Geography; Humanities; Philosophy","score_opus":0.022906599838416346,"score_gpt":0.27954192792955385,"score_spread":0.2566353280911375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W13595956","genre_codex":"empirical","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":[0.7908889,0.046996508,0.107613645,0.0053721457,0.0004620449,0.00047074477,0.0014186685,0.00041526085,0.046361946],"genre_scores_gemma":[0.91361696,0.014227618,0.05181778,0.0004959771,0.000098579614,0.00018978573,0.0008217318,0.000114615956,0.018617041],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865353,0.00039052407,0.00007956091,0.00019858396,0.00055456965,0.00012331946],"domain_scores_gemma":[0.9977506,0.00071006676,0.00016238034,0.00015906582,0.0010784547,0.00013949513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038944376,0.0009512863,0.000925851,0.0011689211,0.00068616786,0.0033278104,0.0007877639,0.0009284772,0.0033130746],"category_scores_gemma":[0.002711605,0.00021194294,0.0014488877,0.0017929486,0.00059672823,0.0024127616,0.00094022736,0.0009575981,0.00060777523],"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":[0.0022562505,0.00083139795,0.07911517,0.0052219755,0.0007774568,0.0018073621,0.0025472092,0.09872368,0.14117727,0.027833847,0.0060986048,0.6336097],"study_design_scores_gemma":[0.0002396415,0.005357609,0.2449025,0.0039171656,0.0013983158,0.0011651326,0.011498776,0.14295012,0.33039683,0.050785787,0.20670371,0.0006844024],"about_ca_topic_score_codex":0.011312853,"about_ca_topic_score_gemma":0.014724517,"teacher_disagreement_score":0.011312853,"about_ca_system_score_codex":0.0024257312,"about_ca_system_score_gemma":0.0011251492,"threshold_uncertainty_score":0.022494018},"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":"W1524323645","doi":"","title":"Une application expérimentale de la méthode de minimisation de l'entropie croisée: l'estimation des flux d'échanges interrégionaux au Québec","year":2005,"lang":"fr","type":"article","venue":"Cahiers de recherche","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Entropy (arrow of time); Welfare economics; Mathematics; Humanities; Econometrics; Economics; Physics; Philosophy","score_opus":0.07385331253712948,"score_gpt":0.3462817654736006,"score_spread":0.2724284529364711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1524323645","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":[0.3291204,0.00084954326,0.66126615,0.00060447864,0.00013132021,0.00061327335,0.00084479223,0.0005198198,0.0060502863],"genre_scores_gemma":[0.5839495,0.00030587643,0.41140792,0.0001336388,0.00004140217,0.0006560472,0.00048041216,0.00010474684,0.0029204309],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99355054,0.0037888098,0.00020563,0.0009092423,0.0013836301,0.00016220262],"domain_scores_gemma":[0.9779735,0.016409295,0.0006191483,0.0015943098,0.003279658,0.00012411068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008231974,0.00089603773,0.00072410534,0.00090597814,0.0010564579,0.0010760305,0.0009560234,0.0014221985,0.0030146097],"category_scores_gemma":[0.031823084,0.00053722644,0.00077789766,0.0010809272,0.0018399609,0.0010267104,0.0012953319,0.0012568119,0.00026907737],"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":[0.0022201105,0.00076617626,0.043230094,0.0011307586,0.0010189369,0.0001964516,0.0015844497,0.48436773,0.048452523,0.025331095,0.0019819017,0.38971978],"study_design_scores_gemma":[0.00073248876,0.0020639268,0.055056613,0.00022420708,0.00033341,0.00026121826,0.0008993035,0.8417017,0.070461065,0.01344853,0.014521963,0.0002955232],"about_ca_topic_score_codex":0.2197794,"about_ca_topic_score_gemma":0.17542765,"teacher_disagreement_score":0.7802206,"about_ca_system_score_codex":0.0024267929,"about_ca_system_score_gemma":0.0031699017,"threshold_uncertainty_score":0.43700027},"labels":[],"label_agreement":null},{"id":"W1539994994","doi":"10.1080/14634988.2014.910428","title":"Elucidation of ecosystem attributes of two Mackenzie great lakes with trophic network analysis","year":2014,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Trophic level; Ecosystem; Lake ecosystem; Ecological stability; Environmental science; Population; Food web; Ecology; Fishery; Ecosystem health; Trophic state index; Geography; Ecosystem services; Eutrophication; Nutrient; Biology","score_opus":0.011314924359001511,"score_gpt":0.23866655077300405,"score_spread":0.22735162641400256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1539994994","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":[0.99897754,0.000016630545,0.0004740915,0.000012962918,3.6417515e-7,0.00000713569,0.000087720146,0.0000038076032,0.00041982517],"genre_scores_gemma":[0.9987172,0.000025446974,0.0009129482,0.0000029102416,4.0989684e-7,0.000008537621,0.00014224483,0.0000012352577,0.00018918964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999926,0.000020363139,0.0000046607843,0.000017119295,0.000012932802,0.000018965497],"domain_scores_gemma":[0.9998653,0.000035745798,0.000028339506,0.00000910203,0.000034690445,0.000026792952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024528947,0.00022252687,0.00015969905,0.0009323437,0.00046375924,0.0007262532,0.00019403343,0.00019400641,0.00042896345],"category_scores_gemma":[0.00067595753,0.0001420946,0.00030032356,0.0009019438,0.00029768105,0.0004507326,0.00052212924,0.00013047522,0.000033010994],"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":[0.00032935728,0.00009562023,0.87851405,0.00008893435,0.0002609129,0.00060186436,0.0017116269,0.08174152,0.016207084,0.0028716205,0.00059250876,0.016984876],"study_design_scores_gemma":[0.000010907789,0.00004921914,0.8397424,0.000008215113,0.000060815844,0.00007208525,0.0010421157,0.15637064,0.0007851167,0.0010594422,0.0007771907,0.000021827303],"about_ca_topic_score_codex":0.137405,"about_ca_topic_score_gemma":0.23162937,"teacher_disagreement_score":0.862595,"about_ca_system_score_codex":0.0019298034,"about_ca_system_score_gemma":0.00068665063,"threshold_uncertainty_score":0.2732104},"labels":[],"label_agreement":null},{"id":"W1602375306","doi":"10.1023/a:1024058702911","title":"Choices of Ecosystem Capital without Discounting and Prices","year":2003,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Sustainability and Ecological Systems Analysis","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":"University of Toronto","funders":"","keywords":"Economics; Discounting; Capital (architecture); Cost of capital; Ecosystem; Ecosystem valuation; Natural capital; Microeconomics; Context (archaeology); Consumption (sociology); Ecosystem services; Natural resource economics; Ecosystem health; Ecology; Finance","score_opus":0.007002321892179411,"score_gpt":0.24004679154409211,"score_spread":0.2330444696519127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602375306","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":[0.3013621,0.0015714552,0.40965766,0.01399263,0.0002861613,0.00020831425,0.0015261621,0.00029350165,0.27110204],"genre_scores_gemma":[0.9561267,0.0005683941,0.015905585,0.0003188949,0.00009438147,0.00008076262,0.00012151201,0.000059194983,0.026724627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979424,0.0008522874,0.00009916957,0.0003909144,0.00035021664,0.00036491183],"domain_scores_gemma":[0.99386215,0.0038542203,0.00043363887,0.0012294914,0.00020067759,0.00041975765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036704524,0.000820331,0.0009672251,0.0007225967,0.00070007803,0.0042892527,0.0013583577,0.0033370706,0.01353304],"category_scores_gemma":[0.018563427,0.0009856373,0.00088278885,0.00088355545,0.0025217156,0.01113519,0.001872994,0.0036002675,0.0009755181],"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":[0.00017276661,0.000049555663,0.00088891975,0.00007030583,0.000050578237,0.00021362312,0.00011235857,0.0132352,0.00046757824,0.9679406,0.0015236054,0.0152749885],"study_design_scores_gemma":[0.000020623365,0.000016090502,0.0002406651,0.000014399764,0.000019755522,0.00010082482,0.000041349704,0.011674632,0.0002126367,0.9856215,0.0020266888,0.000010794732],"about_ca_topic_score_codex":0.0009136526,"about_ca_topic_score_gemma":0.0010846896,"teacher_disagreement_score":0.01353304,"about_ca_system_score_codex":0.0017921492,"about_ca_system_score_gemma":0.0008676267,"threshold_uncertainty_score":0.04527247},"labels":[],"label_agreement":null},{"id":"W1676411494","doi":"10.11606/t.86.2009.tde-17072009-123020","title":"A atribuição de custos em sistemas energéticos agropecuários: uma análise em emergia, termoeconomia e economia","year":2009,"lang":"pt","type":"dissertation","venue":"","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Association of Nurses in Oncology","funders":"","keywords":"Emergy; Agricultural science; Electricity; Biogas; Work (physics); Exergy; Economic analysis; Welfare economics; Economics; Agricultural engineering; Environmental engineering; Environmental economics; Environmental science; Engineering; Process engineering; Electrical engineering; Mechanical engineering; Agricultural economics; Waste management; Sustainability; Ecology","score_opus":0.008442005592374542,"score_gpt":0.2317825146418235,"score_spread":0.22334050904944897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1676411494","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":[0.9561162,0.0011378869,0.032517903,0.00024105668,0.000012489187,0.00005177893,0.00034345905,0.000042028423,0.009537183],"genre_scores_gemma":[0.9861128,0.00047469197,0.012044473,0.000010970388,0.000010504358,0.000031745625,0.00014636366,0.000023925224,0.0011446079],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864024,0.00032908062,0.00010776578,0.00012346773,0.0006665087,0.00013293726],"domain_scores_gemma":[0.9941308,0.0039383983,0.00084151916,0.0003087064,0.0006663894,0.000114114024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033095602,0.00038536108,0.00059284497,0.004728477,0.0007275947,0.0028862967,0.00053162593,0.00045231456,0.0025349208],"category_scores_gemma":[0.008378777,0.00024962492,0.0010199954,0.0049403757,0.0014530392,0.0025750936,0.0015163262,0.00071657443,0.00017235252],"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":[0.0008048697,0.0002592329,0.49373472,0.0010985968,0.00084805186,0.0010428604,0.008936211,0.11234135,0.019353013,0.18703648,0.0012451677,0.17329943],"study_design_scores_gemma":[0.000045840516,0.0005067228,0.46349794,0.00035691084,0.000494491,0.0016076764,0.012023189,0.34409913,0.017458463,0.13831732,0.021429768,0.00016259533],"about_ca_topic_score_codex":0.0041986797,"about_ca_topic_score_gemma":0.0040264213,"teacher_disagreement_score":0.004728477,"about_ca_system_score_codex":0.0013887276,"about_ca_system_score_gemma":0.000616729,"threshold_uncertainty_score":0.017502844},"labels":[],"label_agreement":null},{"id":"W1749781032","doi":"10.7202/030013ar","title":"L’analyse bioénergétique","year":2006,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.008203869529331546,"score_gpt":0.2328812533158012,"score_spread":0.22467738378646965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1749781032","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":[0.15568064,0.08114453,0.5207565,0.00908898,0.00285721,0.0008080677,0.008737995,0.0018357269,0.21909034],"genre_scores_gemma":[0.5466124,0.057544976,0.17894718,0.0029615965,0.0012862141,0.0008114264,0.005604381,0.0012977963,0.20493402],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996482,0.00063631183,0.00012103848,0.0005245392,0.0019179638,0.0003181206],"domain_scores_gemma":[0.9973706,0.0008986123,0.000131886,0.0002462137,0.0012650773,0.00008766637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030338375,0.0031975505,0.0016183585,0.0058239116,0.0019659782,0.005741437,0.0011500393,0.0014560624,0.013273513],"category_scores_gemma":[0.0034613854,0.0005995707,0.0026435317,0.0044289543,0.0014790341,0.0017984735,0.0013184287,0.0023702832,0.0030254535],"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":[0.00059417024,0.00033977776,0.03143147,0.0033622815,0.0016361787,0.0011132048,0.0022243734,0.033673752,0.12669744,0.043563195,0.015127753,0.7402363],"study_design_scores_gemma":[0.000112228554,0.00043651985,0.18437439,0.0008725465,0.0006918029,0.0010675549,0.0015873993,0.041507814,0.10925457,0.022315962,0.6373307,0.000448429],"about_ca_topic_score_codex":0.42603236,"about_ca_topic_score_gemma":0.47732994,"teacher_disagreement_score":0.42603236,"about_ca_system_score_codex":0.01005552,"about_ca_system_score_gemma":0.005831899,"threshold_uncertainty_score":0.84710515},"labels":[],"label_agreement":null},{"id":"W1829019536","doi":"10.1146/annurev-marine-010814-015843","title":"The Thermodynamics of Marine Biogeochemical Cycles: Lotka Revisited","year":2015,"lang":"en","type":"review","venue":"Annual Review of Marine Science","topic":"Sustainability and Ecological Systems Analysis","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":"Dalhousie University","funders":"Gordon and Betty Moore Foundation; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Biogeochemistry; Context (archaeology); Biogeochemical cycle; Non-equilibrium thermodynamics; Ecology; Marine ecosystem; Ecosystem; Environmental science; Biology; Physics; Thermodynamics; Paleontology","score_opus":0.016726338923453602,"score_gpt":0.3057547704612146,"score_spread":0.289028431537761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1829019536","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":[0.00033434245,0.9918081,0.0011260194,0.0023270864,0.00038634375,0.000002630942,0.0000127758585,0.000010818602,0.003991912],"genre_scores_gemma":[0.0105440505,0.9846244,0.0005264519,0.0015693975,0.0010009517,0.000013289409,0.000022616334,0.000010921411,0.0016879532],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996474,0.00010335307,0.00003187918,0.000064382606,0.00012090691,0.0000319818],"domain_scores_gemma":[0.99932206,0.00046632765,0.00004973208,0.00003386611,0.000093767456,0.000034378467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011520452,0.00084110216,0.0014719274,0.0016258756,0.0006393986,0.001416129,0.0013563599,0.0020318415,0.0021059557],"category_scores_gemma":[0.0016828153,0.0004859978,0.0009167009,0.0021222075,0.003025908,0.004322631,0.0014067026,0.0030344387,0.0013078935],"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":[0.00007461046,0.00004788111,0.0005058059,0.010811251,0.00017066294,0.00044418708,0.0006492496,0.0055918614,0.0016628186,0.5558324,0.04522733,0.37898183],"study_design_scores_gemma":[0.000013308105,0.00006133579,0.0007621677,0.0025641622,0.00005947721,0.0008644311,0.00011358155,0.001126839,0.00052528543,0.27954748,0.71430206,0.00005977854],"about_ca_topic_score_codex":0.002713243,"about_ca_topic_score_gemma":0.0021978198,"teacher_disagreement_score":0.002713243,"about_ca_system_score_codex":0.0018775336,"about_ca_system_score_gemma":0.0018761213,"threshold_uncertainty_score":0.013622522},"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":"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":"W195080008","doi":"10.5751/es-00607-090114","title":"Contemporary Visions of Progress in Ecology and Thoughts for the Future","year":2004,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta; Simon Fraser University; University of British Columbia","funders":"University of British Columbia","keywords":"Vision; Ecology; Environmental ethics; Geography; Sociology; Anthropology; Philosophy; Biology","score_opus":0.0082707884262023,"score_gpt":0.2432838713709018,"score_spread":0.2350130829446995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W195080008","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":[0.008890906,0.23030278,0.011990431,0.6633768,0.009112314,0.000028744747,0.00015415646,0.00022234824,0.07592158],"genre_scores_gemma":[0.6135974,0.26327276,0.027590238,0.059694454,0.012699723,0.00029708506,0.00040323802,0.0002663739,0.022178771],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9897077,0.004072288,0.0004796207,0.0011344115,0.0038288564,0.0007771397],"domain_scores_gemma":[0.98555714,0.005221988,0.0011988268,0.0014518795,0.004249949,0.002320213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02579143,0.0013046674,0.0012476934,0.0041471673,0.005680841,0.017496314,0.0021375634,0.005390033,0.0049025062],"category_scores_gemma":[0.017834734,0.00061894784,0.00072153256,0.0031128472,0.040397756,0.034123678,0.0061340355,0.014994732,0.0014884971],"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":[0.00006172231,0.00004623158,0.0005186266,0.00031049768,0.000024892708,0.000119105134,0.010055843,0.0006949975,0.00024024975,0.86750394,0.06952478,0.050899033],"study_design_scores_gemma":[0.000008425815,0.000020528902,0.0006074348,0.00054119376,0.00000905867,0.00015583399,0.011028434,0.0003293382,0.000081651204,0.75128436,0.23588109,0.00005266532],"about_ca_topic_score_codex":0.0040863054,"about_ca_topic_score_gemma":0.004737021,"teacher_disagreement_score":0.02579143,"about_ca_system_score_codex":0.011585693,"about_ca_system_score_gemma":0.007604682,"threshold_uncertainty_score":0.1363998},"labels":[],"label_agreement":null},{"id":"W1966605003","doi":"10.1177/0020715209105141","title":"Zero-Sum World","year":2009,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":373,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Population; Environmental ethics; Sustainability; Political economy; Economics; Ecology","score_opus":0.030774307496819843,"score_gpt":0.3327001186618092,"score_spread":0.30192581116498934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966605003","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":[0.0109220585,0.0017252512,0.027965222,0.011862348,0.0007594972,0.000048723217,0.00012943265,0.00008560052,0.9465019],"genre_scores_gemma":[0.7617935,0.004109569,0.019031713,0.0058217533,0.000945745,0.00039895135,0.0003877726,0.0001636152,0.20734742],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998434,0.00056985946,0.00005071604,0.0003399737,0.00041619228,0.00018925851],"domain_scores_gemma":[0.9992017,0.00022253428,0.00007262312,0.00021110533,0.00016067739,0.00013135358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017429298,0.000707228,0.0004927407,0.0010249936,0.0050817775,0.008205144,0.0009827206,0.0019410602,0.022546262],"category_scores_gemma":[0.0029862458,0.00024053095,0.00044334924,0.00090745627,0.011852321,0.00829756,0.0064222063,0.002980123,0.0037491445],"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":[0.0000024063704,0.0000025933848,0.000024593737,0.0000055052637,0.0000012391847,0.000014255456,0.0002824825,0.0000765608,0.000025148905,0.99682957,0.0014590127,0.0012766402],"study_design_scores_gemma":[0.0000054047,0.000011500015,0.000066484376,0.000034173812,0.0000029343512,0.00006903668,0.00063098833,0.00039642656,0.00009248611,0.85858095,0.14010221,0.0000073950823],"about_ca_topic_score_codex":0.00169099,"about_ca_topic_score_gemma":0.0015561706,"teacher_disagreement_score":0.022546262,"about_ca_system_score_codex":0.003025219,"about_ca_system_score_gemma":0.0016790264,"threshold_uncertainty_score":0.07542473},"labels":[],"label_agreement":null},{"id":"W1971420396","doi":"10.1007/s13280-012-0314-1","title":"Comment on article “Is There a Metabolism of an Urban Ecosystem?” by Golubiewski","year":2012,"lang":"en","type":"letter","venue":"AMBIO","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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 Toronto","funders":"","keywords":"Ecosystem; Urban metabolism; Ecology; Biology; Urban planning; Urban density","score_opus":0.010166663105261204,"score_gpt":0.21204012854083965,"score_spread":0.20187346543557844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971420396","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":[0.00013281578,0.0005323228,0.00006367546,0.982117,0.01599321,0.000007621904,0.00005604371,0.000017523567,0.0010797692],"genre_scores_gemma":[0.0008096346,0.00021717705,0.00006120971,0.98199904,0.013824612,0.000020393909,0.00001515817,0.000016177513,0.0030366573],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99595046,0.00095451385,0.00043928844,0.0007056929,0.0010592906,0.0008907345],"domain_scores_gemma":[0.9907472,0.004831323,0.0008931864,0.00028411121,0.0016345526,0.0016095827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005745268,0.0012055815,0.0018807614,0.0011347499,0.006086925,0.005915139,0.0031183448,0.07582031,0.0065284935],"category_scores_gemma":[0.025912765,0.0014143761,0.001672446,0.0011514686,0.0058871214,0.005771022,0.003572155,0.06298122,0.006826958],"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":[0.000020943462,0.000008879461,0.00014461286,0.000024210533,0.0000067263763,0.0001875369,0.000078927034,0.000022840222,0.00003928431,0.0016985888,0.9962263,0.001541052],"study_design_scores_gemma":[0.00008275352,0.000044504704,0.0014205532,0.00035255527,0.000047176993,0.00053868856,0.0006875488,0.00037869695,0.00027587428,0.0135192275,0.98255956,0.00009281001],"about_ca_topic_score_codex":0.017556187,"about_ca_topic_score_gemma":0.027157048,"teacher_disagreement_score":0.07582031,"about_ca_system_score_codex":0.006827323,"about_ca_system_score_gemma":0.006521254,"threshold_uncertainty_score":0.04953593},"labels":[],"label_agreement":null},{"id":"W1973830210","doi":"10.1890/0012-9658(2000)081[1759:sdmab]2.0.co;2","title":"State-Dependent Models and Behavior","year":2000,"lang":"en","type":"article","venue":"Ecology","topic":"Sustainability and Ecological Systems Analysis","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":"McGill University","funders":"","keywords":"Citation; State (computer science); Computer science; Library science; Algorithm","score_opus":0.010423557895634813,"score_gpt":0.2218428471085047,"score_spread":0.21141928921286987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973830210","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":[0.10919348,0.0014805915,0.8539826,0.0051559233,0.00023500413,0.000045610104,0.0006356938,0.00039066875,0.028880438],"genre_scores_gemma":[0.9522716,0.0014801598,0.029868076,0.00033290545,0.000116647796,0.00014898325,0.0004390827,0.0000969153,0.015245602],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991079,0.0005412046,0.000031543434,0.00013453956,0.00011621196,0.000068568195],"domain_scores_gemma":[0.9929763,0.005644582,0.00034792096,0.00053058565,0.00034205653,0.00015852119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016339031,0.0006938283,0.000852163,0.00066738826,0.00046922246,0.0022317562,0.0011262842,0.0017344888,0.005300351],"category_scores_gemma":[0.009516496,0.0005386003,0.0009259008,0.0009291277,0.0018278091,0.0034573677,0.0010857116,0.0018918577,0.0005758379],"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":[0.000030116113,0.000052064417,0.002082399,0.00004948049,0.000074552176,0.000051248146,0.00020399099,0.19485006,0.00019220685,0.79179865,0.0017232738,0.0088919345],"study_design_scores_gemma":[0.000009078794,0.000010720719,0.0003439823,0.00000937385,0.000016743474,0.000020840273,0.00004147822,0.5065388,0.00006685029,0.49150613,0.0014277665,0.00000819411],"about_ca_topic_score_codex":0.0043839263,"about_ca_topic_score_gemma":0.0030246712,"teacher_disagreement_score":0.005300351,"about_ca_system_score_codex":0.0012542731,"about_ca_system_score_gemma":0.00078974856,"threshold_uncertainty_score":0.017731428},"labels":[],"label_agreement":null},{"id":"W1975142928","doi":"10.1139/l02-105","title":"Estimating the urban metabolism of Canadian cities: Greater Toronto Area case study","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":218,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"North Carolina State University","keywords":"Urban metabolism; Population; Material flow analysis; Urban area; Environmental science; Sustainability; Environmental engineering; Cycling; Wastewater; Energy consumption; Geography; Urban planning; Urban density; Ecology; Biology; Environmental health","score_opus":0.011348516423617458,"score_gpt":0.18378989289945535,"score_spread":0.1724413764758379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975142928","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":[0.98393226,0.00031805516,0.0016629986,0.00020858168,0.0000046468017,0.00012805374,0.007829881,0.00004614333,0.00586943],"genre_scores_gemma":[0.9903584,0.00043745313,0.0027736162,0.000021036813,0.0000038092182,0.00003772209,0.0044861203,0.000011949595,0.0018699666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996891,0.000036775447,0.000012092804,0.000044151584,0.000105381965,0.00011257461],"domain_scores_gemma":[0.99958783,0.00006825846,0.00006309427,0.000025214647,0.00019982803,0.000055892822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027186467,0.0006961039,0.0002691343,0.002260657,0.0014043374,0.0010830031,0.0006273836,0.00042547777,0.0015198396],"category_scores_gemma":[0.0009340246,0.00027059086,0.00065799686,0.0072642323,0.0004668823,0.00035175536,0.0006007774,0.00025922645,0.00012398476],"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":[0.00037927466,0.00017254059,0.6164024,0.00039117626,0.00033666767,0.0029431246,0.002432514,0.2856868,0.0034209222,0.0067339214,0.0087846955,0.07231597],"study_design_scores_gemma":[0.000043224518,0.00009573842,0.79001284,0.000068434085,0.00020035288,0.00042369065,0.0071231183,0.17816906,0.003445458,0.001038561,0.019252978,0.00012662011],"about_ca_topic_score_codex":0.9917931,"about_ca_topic_score_gemma":0.99541867,"teacher_disagreement_score":0.03128742,"about_ca_system_score_codex":0.03128742,"about_ca_system_score_gemma":0.010065346,"threshold_uncertainty_score":0.22700715},"labels":[],"label_agreement":null},{"id":"W1977934976","doi":"10.4141/s00-054","title":"Soil science on the Canadian prairies - Peering into the future from a century ago","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grassland; Peering; Soil water; Earth science; Geography; History; Agroforestry; Environmental ethics; Ecology; Environmental science; Soil science; Geology; Biology; Philosophy","score_opus":0.008263538292105348,"score_gpt":0.2001992608200919,"score_spread":0.19193572252798655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977934976","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":[0.01546849,0.1205432,0.0030662855,0.626272,0.060511284,0.0001694269,0.0020095475,0.00029263875,0.17166716],"genre_scores_gemma":[0.17755969,0.14278778,0.009776621,0.04253177,0.013770472,0.000084167135,0.0015196063,0.00042579943,0.61154413],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99369097,0.00056811806,0.00019440775,0.00040057715,0.004469426,0.0006766047],"domain_scores_gemma":[0.9690963,0.0017282558,0.00057309715,0.0009801731,0.023905536,0.0037165997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065103797,0.00046327477,0.0005245111,0.002665334,0.009960202,0.0077177226,0.0014290021,0.0017384248,0.020299487],"category_scores_gemma":[0.019587012,0.00024842116,0.00023799422,0.0057164617,0.0067176386,0.00363489,0.002110235,0.0031796969,0.0030050299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024163519,0.000023267856,0.0027976842,0.00028575226,0.000015870659,0.00015565957,0.0038787287,0.00019385507,0.0007953069,0.018708806,0.8437664,0.12935455],"study_design_scores_gemma":[0.0000024593928,0.000004269582,0.003730755,0.00012615843,0.0000054149928,0.00002593754,0.0020617761,0.00004263867,0.000101959566,0.0016252147,0.9922577,0.000015711687],"about_ca_topic_score_codex":0.92515785,"about_ca_topic_score_gemma":0.9852878,"teacher_disagreement_score":0.074842155,"about_ca_system_score_codex":0.03667536,"about_ca_system_score_gemma":0.11860769,"threshold_uncertainty_score":0.26609963},"labels":[],"label_agreement":null},{"id":"W1979270053","doi":"10.2495/dne-v4-n2-143-153","title":"Honey and sugar as surrogate products: an emergy evaluation","year":2009,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agriculture; Environmental science; Sustainability; Sugar beet; Production (economics); Natural resource economics; Environmental pollution; Sugar; Natural resource; Environmental protection; Business; Agricultural engineering; Engineering; Agronomy; Economics; Ecology; Biology","score_opus":0.011515747920171987,"score_gpt":0.2724313974652337,"score_spread":0.26091564954506175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979270053","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":[0.99664587,0.00070129905,0.001119778,0.00001628398,0.000009651989,0.000042422078,0.00014312811,0.0000021855483,0.0013194164],"genre_scores_gemma":[0.9952669,0.0010651591,0.0023629393,0.0000074198147,0.0000048969587,0.000038244034,0.0001837884,0.000004115018,0.0010666717],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99954516,0.00008088928,0.000034574394,0.000046546415,0.0002529019,0.000039949497],"domain_scores_gemma":[0.9995652,0.00019030723,0.00007452162,0.00002381963,0.00011203835,0.000034172142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072393497,0.00035055104,0.0005244136,0.0008300146,0.00023486133,0.00082860683,0.00021937762,0.00040216174,0.0009871728],"category_scores_gemma":[0.0010475278,0.00011065886,0.0005067992,0.0008422466,0.00027069898,0.00085591373,0.00053717475,0.000402402,0.00008708047],"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":[0.003595552,0.0014121723,0.03134411,0.0017384535,0.00035232972,0.0010611903,0.0002966554,0.04092601,0.8271574,0.005402425,0.00026117757,0.08645269],"study_design_scores_gemma":[0.00016564009,0.02322501,0.059627336,0.000121350844,0.00040112034,0.00065567053,0.00089806307,0.09507743,0.81086725,0.0023652113,0.006497639,0.00009820807],"about_ca_topic_score_codex":0.00038169706,"about_ca_topic_score_gemma":0.00064527063,"teacher_disagreement_score":0.0009871728,"about_ca_system_score_codex":0.00034852518,"about_ca_system_score_gemma":0.00015249415,"threshold_uncertainty_score":0.0038285255},"labels":[],"label_agreement":null},{"id":"W1979517060","doi":"10.1068/b31113","title":"An Integrated Macroeconomic Model for Assessing Urban Sustainability","year":2005,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":30,"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 Toronto","funders":"","keywords":"Econometric model; Sustainability; Greenhouse gas; Economics; Economic model; Population; Macroeconomic model; Macro; Natural resource economics; Environmental science; Environmental economics; Econometrics; Macroeconomics; Computer science; Ecology","score_opus":0.02847347723863875,"score_gpt":0.266416742502288,"score_spread":0.23794326526364923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979517060","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":[0.03574896,0.0010184895,0.8848534,0.0022713905,0.00027623872,0.00018945672,0.004732585,0.0006103563,0.07029907],"genre_scores_gemma":[0.83404696,0.0020893312,0.105051555,0.00029310776,0.00021610392,0.0010067209,0.0032547286,0.00021944783,0.053822014],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995819,0.00015658478,0.00002269903,0.000089149835,0.000093802926,0.000055986813],"domain_scores_gemma":[0.9995634,0.00016377294,0.00006793676,0.000037947535,0.000116677256,0.00005033708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009935934,0.0007542752,0.0008324062,0.00092113955,0.0006144737,0.0022483466,0.0017522424,0.0015907647,0.0073706806],"category_scores_gemma":[0.0027220286,0.0005072167,0.00093742664,0.0015004313,0.0006490873,0.0020524412,0.0014783237,0.0016969312,0.0011206574],"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":[0.000010606459,0.0000120028635,0.0008511253,0.000020582012,0.000021321417,0.000054280397,0.000038545593,0.82832175,0.00015153988,0.16412543,0.0019240605,0.0044687754],"study_design_scores_gemma":[0.0000086223345,0.000012211853,0.00034848615,0.000009099396,0.00001530054,0.000013393971,0.00002326823,0.9535055,0.000049754388,0.04019235,0.005811738,0.00001027021],"about_ca_topic_score_codex":0.023345795,"about_ca_topic_score_gemma":0.023554381,"teacher_disagreement_score":0.023345795,"about_ca_system_score_codex":0.0031223688,"about_ca_system_score_gemma":0.002628388,"threshold_uncertainty_score":0.0464198},"labels":[],"label_agreement":null},{"id":"W1981015728","doi":"10.1016/j.envpol.2012.04.012","title":"Reply to “Comment on “The study of urban metabolism and its applications to urban planning and design” by Kennedy et al. (2011)”","year":2012,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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 Toronto","funders":"","keywords":"Urban metabolism; Urban planning; Urban design; Engineering; Urban density; Civil engineering","score_opus":0.01980211080863596,"score_gpt":0.24185740735958222,"score_spread":0.22205529655094625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981015728","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":[0.00015565226,0.00073959114,0.000098266355,0.9754714,0.022670627,0.000010067081,0.00014909536,0.000044251876,0.0006610271],"genre_scores_gemma":[0.00069126446,0.00024060543,0.0000766593,0.98831624,0.008443312,0.00002593963,0.000027002261,0.000015807493,0.0021632435],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947238,0.0010082508,0.0006880035,0.0010406849,0.0017815814,0.0007577453],"domain_scores_gemma":[0.978704,0.009042303,0.0019393635,0.000638874,0.0076064575,0.0020689513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007087648,0.0015499006,0.0017773701,0.0013306405,0.0051958854,0.0042151776,0.0046272753,0.056514006,0.012672804],"category_scores_gemma":[0.0411981,0.0014133662,0.002244212,0.001513449,0.0051589357,0.0053727697,0.0036521256,0.049850497,0.012352698],"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":[0.000022838376,0.000006939506,0.00015729382,0.000047471334,0.0000100765765,0.000078614474,0.00010344741,0.000023201525,0.00007599308,0.00064462144,0.99774027,0.0010891778],"study_design_scores_gemma":[0.000064769665,0.000040764367,0.0031972667,0.00033301863,0.00004923048,0.00032361646,0.0008141484,0.00020169756,0.0006522001,0.0038566526,0.9903605,0.00010602867],"about_ca_topic_score_codex":0.029069895,"about_ca_topic_score_gemma":0.036880422,"teacher_disagreement_score":0.056514006,"about_ca_system_score_codex":0.005341802,"about_ca_system_score_gemma":0.007884309,"threshold_uncertainty_score":0.057801366},"labels":[],"label_agreement":null},{"id":"W1984466752","doi":"10.1016/j.landurbplan.2012.10.002","title":"A systems approach to carbon cycling and emissions modeling at an urban neighborhood scale","year":2012,"lang":"en","type":"article","venue":"Landscape and Urban Planning","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":101,"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":"British Columbia Knowledge Development Fund; University of British Columbia; BC Hydro; Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Environmental science; Baseline (sea); Greenhouse gas; Carbon footprint; Vegetation (pathology); Cycling; Climate change; Land use; Per capita; Population; Scale (ratio); Cadastre; Environmental resource management; Urban planning; Geography; Ecology; Civil engineering; Engineering; Forestry; Cartography","score_opus":0.018154727558613973,"score_gpt":0.2263386338923503,"score_spread":0.20818390633373632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984466752","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":[0.13591582,0.00046655632,0.84096885,0.001167973,0.000120202705,0.00010700453,0.0004224539,0.00017056687,0.02066061],"genre_scores_gemma":[0.9058523,0.00054713275,0.08390835,0.00012455907,0.000108371954,0.00025337745,0.0002159993,0.000074096264,0.00891579],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99957126,0.00021341251,0.000017910797,0.00008828338,0.0000646571,0.000044425673],"domain_scores_gemma":[0.9994622,0.0003144906,0.00004337159,0.000038301183,0.000081909224,0.000059759936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005874453,0.00044584845,0.0007226907,0.000676731,0.0011956374,0.0018251913,0.0016822609,0.0012410672,0.0046022856],"category_scores_gemma":[0.0015561879,0.0005346796,0.0011636369,0.0010868986,0.000973521,0.0019411959,0.0017196374,0.0011053123,0.00025475246],"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":[0.000012149502,0.00007455735,0.0017711018,0.000026352647,0.00006898098,0.000080080725,0.00009223935,0.9209803,0.00042748224,0.07096508,0.0004141785,0.005087571],"study_design_scores_gemma":[0.0000045105535,0.000014493096,0.00030533937,0.000003127941,0.00001521328,0.000010284184,0.000064010674,0.9750165,0.00008031677,0.023641272,0.0008403579,0.0000046986193],"about_ca_topic_score_codex":0.025860121,"about_ca_topic_score_gemma":0.02540401,"teacher_disagreement_score":0.025860121,"about_ca_system_score_codex":0.0015786595,"about_ca_system_score_gemma":0.001748712,"threshold_uncertainty_score":0.0514192},"labels":[],"label_agreement":null},{"id":"W1984676768","doi":"10.2495/sdp-v7-n1-48-68","title":"Cultural evolution, design and philosophy","year":2012,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Status quo; Consistency (knowledge bases); Process (computing); Order (exchange); Diversity (politics); Sustainability; Management science; Sociology; Computer science; Epistemology; Economics; Environmental ethics; Neoclassical economics; Ecology; Political science; Artificial intelligence; Law","score_opus":0.02215737403632707,"score_gpt":0.24807824232556147,"score_spread":0.2259208682892344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984676768","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":[0.05056223,0.047704954,0.13995913,0.041659355,0.000968931,0.00024431775,0.00014316164,0.0001804683,0.7185774],"genre_scores_gemma":[0.9018143,0.01610647,0.038419835,0.0036878483,0.00042285825,0.0003146833,0.00008983128,0.000107878885,0.039036322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9946247,0.0035814561,0.0002139811,0.00068554515,0.0006573925,0.00023697162],"domain_scores_gemma":[0.9964468,0.002057824,0.00027175675,0.0006393993,0.00041527383,0.00016893918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005837987,0.0006264789,0.00065295905,0.0014140542,0.002687193,0.0076302346,0.0013491149,0.0024266774,0.0035157371],"category_scores_gemma":[0.0046832757,0.0003237243,0.00053623854,0.0013385382,0.044113893,0.004628659,0.0028208203,0.0029088045,0.0005315512],"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":[0.0000062459903,0.000012065241,0.00024330715,0.0000944848,0.000008420415,0.00004012798,0.0025788741,0.0009772679,0.000100122146,0.98203516,0.0011287641,0.012775171],"study_design_scores_gemma":[0.000014480964,0.000045081044,0.0004891989,0.00024091594,0.000008540054,0.00016113732,0.0017138801,0.0018140367,0.00020792034,0.8822814,0.11300594,0.000017401868],"about_ca_topic_score_codex":0.0031926848,"about_ca_topic_score_gemma":0.0016369683,"teacher_disagreement_score":0.0076302346,"about_ca_system_score_codex":0.0070617218,"about_ca_system_score_gemma":0.003318153,"threshold_uncertainty_score":0.05123663},"labels":[],"label_agreement":null},{"id":"W1987527794","doi":"10.5539/mas.v3n3p96","title":"The Regional Resource Supply and Environmental Capacity Analysis Based on the Ecological Footprint--a case study in Shijiazhuang of Hebei Province","year":2009,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ecological footprint; Resource (disambiguation); Ecological deficit; Sustainable development; Natural resource; Carrying capacity; Ecosystem; Environmental resource management; Exploitation of natural resources; Environmental science; Environmental protection; Ecology; Computer science","score_opus":0.016606403082021833,"score_gpt":0.21564964960823751,"score_spread":0.1990432465262157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987527794","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":[0.99472237,0.000069282585,0.0020434177,0.000104412444,0.0000015988126,0.000018418645,0.00017160758,0.000011356611,0.0028575526],"genre_scores_gemma":[0.99849164,0.00004783382,0.0008156121,0.0000026304813,8.786724e-7,0.0000067230267,0.00007012706,0.0000020769444,0.0005625722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997428,0.00008545985,0.000009613967,0.000030239506,0.00005871693,0.00007313304],"domain_scores_gemma":[0.99972934,0.00012246543,0.000033142336,0.000020992225,0.000059685965,0.00003438205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049748085,0.00025725676,0.000241424,0.0015602034,0.0007436908,0.0007288067,0.00061301945,0.00032498286,0.0018017731],"category_scores_gemma":[0.00065434386,0.00023065862,0.00040574977,0.0026735845,0.0006218585,0.0006534001,0.0004119531,0.00022392733,0.00005031866],"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":[0.00025013226,0.0002614543,0.4887637,0.00028516943,0.0003066081,0.007298113,0.0039147655,0.39025235,0.0058035194,0.039325844,0.0027390837,0.060799167],"study_design_scores_gemma":[0.00006382538,0.00013178104,0.46315828,0.00005267409,0.00022544227,0.000751538,0.01803058,0.5003128,0.0021993604,0.006940294,0.008037691,0.00009577186],"about_ca_topic_score_codex":0.2840034,"about_ca_topic_score_gemma":0.41172707,"teacher_disagreement_score":0.2840034,"about_ca_system_score_codex":0.0051040663,"about_ca_system_score_gemma":0.0023936806,"threshold_uncertainty_score":0.5647006},"labels":[],"label_agreement":null},{"id":"W1992306248","doi":"10.1006/jtbi.2000.2234","title":"Complementarity of Ecological Goal Functions","year":2001,"lang":"en","type":"article","venue":"Journal of Theoretical Biology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":257,"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":"Maximum power principle; Maxima and minima; Maximum flow problem; Complementarity (molecular biology); Computer science; Dissipation; Synergetics (Haken); Emergy; Ecology; Mathematical optimization; Exergy; Mathematics; Environmental science; Physics; Biology; Sustainable development; Thermodynamics","score_opus":0.010800634847573185,"score_gpt":0.2598648769347385,"score_spread":0.2490642420871653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992306248","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":[0.3809346,0.0009215574,0.34915733,0.0027206242,0.00008485968,0.00012547514,0.00036728726,0.0002758836,0.2654123],"genre_scores_gemma":[0.9858686,0.00013073867,0.009356929,0.0001173756,0.000024117408,0.00005808425,0.00008789434,0.000038028695,0.004318207],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99583423,0.0017621347,0.00014623065,0.00061978505,0.0008557476,0.00078177516],"domain_scores_gemma":[0.9857685,0.010004276,0.0008777397,0.0013272853,0.0013034404,0.00071882864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032980791,0.000742117,0.001429497,0.0022143712,0.0012610218,0.004297704,0.0011446521,0.0020537914,0.0120281],"category_scores_gemma":[0.02327265,0.0010009912,0.0014878213,0.0015981292,0.0024994193,0.0052608773,0.0037540477,0.0022026508,0.0008448344],"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":[0.00015011324,0.000088146764,0.0039428137,0.0001108412,0.00010957798,0.00016536946,0.00061149633,0.011138052,0.0017221348,0.9525869,0.0013472661,0.02802742],"study_design_scores_gemma":[0.00002856954,0.00005398787,0.0041625802,0.00003092588,0.00008370861,0.00020025574,0.00040513638,0.026999203,0.0005459203,0.9653696,0.0021025436,0.00001760753],"about_ca_topic_score_codex":0.0023254072,"about_ca_topic_score_gemma":0.0027182435,"teacher_disagreement_score":0.0120281,"about_ca_system_score_codex":0.0018100266,"about_ca_system_score_gemma":0.0013712771,"threshold_uncertainty_score":0.040238023},"labels":[],"label_agreement":null},{"id":"W1998180413","doi":"10.1080/10807030091124518","title":"The Ecosystem Paradigm and Environmental Risk Management","year":2000,"lang":"en","type":"article","venue":"Human and Ecological Risk Assessment An International Journal","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada); BIO (Canada)","funders":"Dalhousie University","keywords":"Ecosystem; Ecosystem management; Environmental resource management; Ecology; Explanatory power; Systems ecology; Applied ecology; Environmental science; Biology; Biodiversity; Epistemology","score_opus":0.007478322105529552,"score_gpt":0.25878276162715486,"score_spread":0.2513044395216253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998180413","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":[0.010471405,0.1383296,0.21992598,0.11576272,0.0027346138,0.00015427796,0.0003428447,0.000082759434,0.51219577],"genre_scores_gemma":[0.66489166,0.15780985,0.08568562,0.018646704,0.00826238,0.0005319982,0.00027923068,0.00010511854,0.063787445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99741626,0.0012410161,0.000097320204,0.00026394599,0.0007909546,0.00019057479],"domain_scores_gemma":[0.99813086,0.0010420454,0.00024015213,0.00008999163,0.00031445234,0.00018247766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035594923,0.0010002304,0.00073314796,0.0026029206,0.0014993408,0.0045518014,0.001416649,0.003634227,0.006764947],"category_scores_gemma":[0.003247056,0.00021611834,0.0005917656,0.0021456522,0.008338026,0.0064766733,0.0028797472,0.0035652404,0.00075141626],"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":[0.0000030455658,0.000010302476,0.00015560363,0.0000472596,0.000008933907,0.000056447017,0.000116691874,0.0018140211,0.00002820267,0.9838577,0.0033170267,0.010584766],"study_design_scores_gemma":[0.000003136493,0.000009754632,0.00015702946,0.00010518639,0.0000037446655,0.00009544086,0.00017585293,0.0010187404,0.00001674267,0.96157056,0.036836803,0.000006941004],"about_ca_topic_score_codex":0.0027158158,"about_ca_topic_score_gemma":0.0028461423,"teacher_disagreement_score":0.006764947,"about_ca_system_score_codex":0.0034586347,"about_ca_system_score_gemma":0.003157285,"threshold_uncertainty_score":0.02509427},"labels":[],"label_agreement":null},{"id":"W2001163086","doi":"10.1016/j.jag.2005.06.004","title":"Bridging scales and epistemologies: An introduction","year":2005,"lang":"en","type":"article","venue":"International Journal of Applied Earth Observation and Geoinformation","topic":"Sustainability and Ecological Systems Analysis","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":"University of Calgary","funders":"","keywords":"Bridging (networking); Geography; Sociology; Computer science","score_opus":0.008928597925254272,"score_gpt":0.2197522131472994,"score_spread":0.21082361522204512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001163086","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":[0.004646442,0.37006631,0.43012586,0.05954528,0.0071022627,0.00028939958,0.00050735293,0.0003804668,0.1273366],"genre_scores_gemma":[0.13996512,0.2601631,0.530001,0.021127976,0.015657395,0.0016383703,0.0007479326,0.0007943492,0.029904742],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99658656,0.0016862074,0.0004804325,0.00049182144,0.00057797285,0.00017701603],"domain_scores_gemma":[0.9901929,0.008218951,0.00030783945,0.0004380078,0.0006220248,0.00022027944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073447,0.0017222277,0.002204124,0.0055277497,0.0032763397,0.010713096,0.0033476667,0.0058051655,0.0083926115],"category_scores_gemma":[0.009633684,0.0015887241,0.0020153672,0.0075157904,0.017417422,0.024935469,0.005781869,0.009736647,0.0021802834],"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":[0.000007359183,0.00002495251,0.00020705255,0.0003053826,0.000010630271,0.00010108196,0.0018475816,0.00023985327,0.00016786989,0.96908206,0.005492483,0.02251361],"study_design_scores_gemma":[0.000006466401,0.000013282677,0.00020169535,0.00070091814,0.000009645343,0.00024163819,0.0008453433,0.00066148344,0.0001140751,0.85667014,0.14050975,0.000025629315],"about_ca_topic_score_codex":0.0028922448,"about_ca_topic_score_gemma":0.0035225481,"teacher_disagreement_score":0.010713096,"about_ca_system_score_codex":0.0043451167,"about_ca_system_score_gemma":0.0031290029,"threshold_uncertainty_score":0.038842916},"labels":[],"label_agreement":null},{"id":"W2001565989","doi":"10.1007/s10818-007-9025-2","title":"Money as Social Exergy","year":2007,"lang":"en","type":"article","venue":"Journal of Bioeconomics","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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 British Columbia; Vanier College","funders":"","keywords":"Social connectedness; Value (mathematics); Economics; Microeconomics; Scale (ratio); Social system; Neoclassical economics; Sociology; Computer science; Social psychology; Physics; Social science","score_opus":0.006935289170455666,"score_gpt":0.2351596291881605,"score_spread":0.22822434001770484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001565989","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":[0.09180394,0.0078701405,0.10545956,0.026853897,0.0017023003,0.000059662718,0.00037536173,0.00010613626,0.76576906],"genre_scores_gemma":[0.9209158,0.0019287542,0.0049503124,0.000759474,0.00071554794,0.00007492462,0.00005472942,0.000058591795,0.070541844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993488,0.00028143454,0.00003000125,0.00008043864,0.00017213792,0.0000870863],"domain_scores_gemma":[0.99878377,0.000646478,0.000116263705,0.00014895675,0.00015806586,0.00014647226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094171334,0.00058652076,0.00063508865,0.0011452035,0.0009147235,0.0033276535,0.0007194243,0.00176668,0.013371747],"category_scores_gemma":[0.0028983227,0.00027853082,0.00043897066,0.0010282712,0.006547848,0.006213741,0.001852928,0.0018982149,0.0008366095],"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":[0.0000040597356,0.000007139444,0.00005216009,0.000008102798,0.0000033770207,0.000013565002,0.000032999927,0.00048720432,0.000027320591,0.9971553,0.0005703355,0.0016384032],"study_design_scores_gemma":[0.0000024658025,0.0000040719783,0.00006370405,0.000008216527,0.0000035353441,0.000018547673,0.00003537754,0.00075438846,0.000022420949,0.9954131,0.003672282,0.000001945351],"about_ca_topic_score_codex":0.0010011938,"about_ca_topic_score_gemma":0.0009969315,"teacher_disagreement_score":0.013371747,"about_ca_system_score_codex":0.0015309126,"about_ca_system_score_gemma":0.00079601776,"threshold_uncertainty_score":0.04473293},"labels":[],"label_agreement":null},{"id":"W2004305729","doi":"10.1046/j.1526-0992.2001.01024.x","title":"Sustainable Development: Lessons from the Paradox of Enrichment","year":2001,"lang":"en","type":"article","venue":"Ecosystem Health","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Sustainability; Balance (ability); Exploit; Simple (philosophy); Set (abstract data type); Relevance (law); Action (physics); Order (exchange); Population; Sustainable development; Economics; Positive economics; Ecology; Computer science; Epistemology; Sociology; Biology; Political science; Physics; Law","score_opus":0.01860283211764757,"score_gpt":0.2619202395117238,"score_spread":0.2433174073940762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004305729","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":[0.08785333,0.019848423,0.12780005,0.25694445,0.0016137647,0.000051701663,0.00017016359,0.00023479195,0.5054834],"genre_scores_gemma":[0.97404194,0.006239327,0.006467281,0.004410917,0.00066384516,0.000039717408,0.000030752173,0.000045404406,0.008060791],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990238,0.00051613606,0.000029057832,0.000107834734,0.00022852508,0.0000946629],"domain_scores_gemma":[0.99605834,0.0023716874,0.00025845342,0.0003625181,0.0006606549,0.00028826788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030564882,0.0003654076,0.0004288678,0.0009018136,0.0016501851,0.0032843347,0.0010947536,0.002054333,0.0037076718],"category_scores_gemma":[0.0066199317,0.0001746592,0.00039387718,0.00072212546,0.0120653575,0.006804773,0.0041309344,0.0027384132,0.00038922703],"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":[0.000010811865,0.000009518327,0.00027944148,0.00004521614,0.000005884008,0.00011705112,0.0002842779,0.0051085697,0.00009862062,0.9816891,0.0034515515,0.008899996],"study_design_scores_gemma":[0.0000033785154,0.0000029520984,0.00007632035,0.000022202015,0.0000014062931,0.000026473761,0.00014110422,0.0014780102,0.0000528883,0.98570824,0.0124836285,0.0000033867416],"about_ca_topic_score_codex":0.0024755665,"about_ca_topic_score_gemma":0.0019549364,"teacher_disagreement_score":0.0037076718,"about_ca_system_score_codex":0.002871792,"about_ca_system_score_gemma":0.0019942445,"threshold_uncertainty_score":0.020836413},"labels":[],"label_agreement":null},{"id":"W2010655332","doi":"10.2495/dne-v6-n4-342-360","title":"Can the principle of self-organized gradients be applied for human systems? a case study on rural-urban interactions","year":2011,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Adaptability; Parallels; Self-organization; Computer science; Action (physics); Set (abstract data type); Ecology; Outcome (game theory); Management science; Artificial intelligence; Mathematics; Engineering; Mathematical economics; Operations management; Biology","score_opus":0.02003360251031806,"score_gpt":0.27200524803202686,"score_spread":0.2519716455217088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010655332","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":[0.4392424,0.0056959474,0.2874097,0.03370106,0.00026281222,0.0005239784,0.00018879284,0.00024844284,0.23272696],"genre_scores_gemma":[0.9841891,0.00070674013,0.01296879,0.00039918578,0.00002045819,0.00009395012,0.00001872116,0.0000162522,0.0015868129],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99886584,0.0007064814,0.000033759734,0.00008894963,0.00015500122,0.00014989602],"domain_scores_gemma":[0.9990336,0.00058187504,0.0001169086,0.00011550437,0.000073129464,0.00007898031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017007992,0.00032290965,0.000499807,0.0009034106,0.001330341,0.0028630488,0.00075392844,0.0014668615,0.002512803],"category_scores_gemma":[0.0040803254,0.0002229563,0.0005263524,0.0009856048,0.006779842,0.0058277757,0.0017503742,0.00088447746,0.00022492342],"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":[0.000037439182,0.000045145374,0.006514159,0.00019729711,0.000038447542,0.00075646787,0.0048612934,0.011473254,0.0005684357,0.9417724,0.0016920574,0.03204356],"study_design_scores_gemma":[0.00004822075,0.00013916232,0.0079288,0.000117801246,0.00002474727,0.00085741846,0.007315238,0.019393612,0.00067256426,0.91979384,0.04366733,0.0000412049],"about_ca_topic_score_codex":0.0027110092,"about_ca_topic_score_gemma":0.0031047505,"teacher_disagreement_score":0.0028630488,"about_ca_system_score_codex":0.0018379346,"about_ca_system_score_gemma":0.00075886276,"threshold_uncertainty_score":0.013335228},"labels":[],"label_agreement":null},{"id":"W2012415594","doi":"10.1073/pnas.1504315112","title":"Energy and material flows of megacities","year":2015,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":460,"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":"Fondazione Centro Studi Enel","keywords":"Megacity; Gross domestic product; Per capita; Electricity; Population; Natural resource economics; Consumption (sociology); Energy consumption; Urbanization; Agricultural economics; Business; Geography; Economic growth; Economics; Economy; Engineering","score_opus":0.03351285513254118,"score_gpt":0.25517171399813265,"score_spread":0.22165885886559147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012415594","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":[0.98832244,0.00019057714,0.0012893748,0.00027768718,0.000004571363,0.000017131131,0.004132509,0.000030031457,0.005735667],"genre_scores_gemma":[0.9960531,0.00024990333,0.0005962421,0.00001216241,0.000005463291,0.000030435487,0.0019613828,0.000010126993,0.0010810691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99990404,0.000017614646,0.0000067473393,0.000016370404,0.0000297536,0.000025336414],"domain_scores_gemma":[0.99952185,0.00012962928,0.00016368808,0.000029211249,0.00012422532,0.000031320065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001311837,0.00019595232,0.00018215372,0.002995586,0.00030238874,0.0011284788,0.0002064843,0.00021951007,0.0028315857],"category_scores_gemma":[0.0015098369,0.00017147686,0.00026371912,0.0056628045,0.0002793105,0.001050632,0.00090315455,0.0002762148,0.0002292823],"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":[0.00010006404,0.00006864864,0.8297762,0.00017215837,0.00025907278,0.0006419798,0.0014174975,0.09688441,0.0015406898,0.034871925,0.0039637685,0.030303534],"study_design_scores_gemma":[0.000006806419,0.000016309168,0.94198126,0.00004270401,0.00004578187,0.00016584361,0.0013924738,0.04027827,0.0006074789,0.0064147753,0.00902049,0.00002782001],"about_ca_topic_score_codex":0.04054401,"about_ca_topic_score_gemma":0.045086954,"teacher_disagreement_score":0.04054401,"about_ca_system_score_codex":0.0010802848,"about_ca_system_score_gemma":0.0003937206,"threshold_uncertainty_score":0.080616},"labels":[],"label_agreement":null},{"id":"W2013220780","doi":"10.1002/env.1035","title":"Statistical inference for food webs with emphasis on ecological networks via Bayesian melding","year":2009,"lang":"en","type":"article","venue":"Environmetrics","topic":"Sustainability and Ecological Systems Analysis","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":"Dalhousie University; University of Waterloo","funders":"University of Waterloo; Acadia University","keywords":"Statistical inference; Inference; Computer science; Frequentist inference; Statistical model; Context (archaeology); Bayesian inference; Representation (politics); Ecology; Bayesian network; Probabilistic logic; Machine learning; Artificial intelligence; Bayesian probability; Data science; Mathematics; Statistics; Geography","score_opus":0.011397834077278752,"score_gpt":0.23418424175495928,"score_spread":0.22278640767768051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013220780","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":[0.022185333,0.00017601064,0.97608733,0.00027080686,0.000011146281,0.000041381478,0.00012289984,0.00007458611,0.001030429],"genre_scores_gemma":[0.65046006,0.00063756475,0.34575623,0.00020517944,0.00014975102,0.000383144,0.0006275615,0.00008295836,0.0016976112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9937721,0.0038929863,0.00037599317,0.001021608,0.00075230014,0.00018509779],"domain_scores_gemma":[0.9290207,0.061902564,0.00413689,0.0030817175,0.001290318,0.0005678114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01928118,0.0008047616,0.0015023256,0.0046642213,0.0010374053,0.002856386,0.0023332848,0.0015413117,0.0025908658],"category_scores_gemma":[0.090497404,0.0012891128,0.0020217616,0.002485612,0.0049034716,0.0074694655,0.0034856363,0.002651894,0.00026636687],"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":[0.00006324427,0.000039459854,0.0059282966,0.00011611387,0.00014615395,0.00014305151,0.00035912046,0.34700254,0.0005607539,0.6210827,0.0006023337,0.02395619],"study_design_scores_gemma":[0.000008275684,0.000010751509,0.00072930765,0.000021690163,0.000010928237,0.000025816335,0.000019679743,0.6033079,0.00013480919,0.39526257,0.00045510754,0.000013143258],"about_ca_topic_score_codex":0.005817008,"about_ca_topic_score_gemma":0.0055590034,"teacher_disagreement_score":0.01928118,"about_ca_system_score_codex":0.0025159374,"about_ca_system_score_gemma":0.0008416144,"threshold_uncertainty_score":0.10196984},"labels":[],"label_agreement":null},{"id":"W2013398911","doi":"10.1007/s12685-013-0075-1","title":"Feeding and cleaning the city: the role of the urban waterscape in provision and disposal in Vienna during the industrial transformation","year":2013,"lang":"en","type":"article","venue":"Water History","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Austrian Science Fund","keywords":"Urban metabolism; Resource (disambiguation); Population; Function (biology); Environmental planning; Urban planning; Geography; Environmental engineering; Environmental science; Business; Water resource management; Civil engineering; Engineering; Urban density; Sociology","score_opus":0.005787809652765705,"score_gpt":0.14691316192518672,"score_spread":0.141125352272421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013398911","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":[0.98274857,0.0006503154,0.00053065777,0.0008922245,0.000016164558,0.000004509821,0.000019898396,0.0000060759244,0.0151317185],"genre_scores_gemma":[0.99841046,0.00023044596,0.00014845542,0.000040624454,0.0000030212584,0.0000024777294,0.000012818527,0.000007868344,0.0011439438],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984199,0.00083860115,0.00005971635,0.00014525715,0.00016047693,0.0003761297],"domain_scores_gemma":[0.999498,0.00019756057,0.00012750701,0.00003196897,0.000057445064,0.00008749616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016735316,0.00017173996,0.00030000595,0.0015474308,0.0042881775,0.004915765,0.0006861044,0.001104835,0.0018833401],"category_scores_gemma":[0.0020656835,0.0003546978,0.00023224686,0.0021716459,0.010380587,0.0037736832,0.0057305484,0.0013714527,0.00017274806],"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":[0.00009538749,0.00005077682,0.049919,0.000111266534,0.000019955729,0.0012386914,0.83972555,0.00069391046,0.001786757,0.07559533,0.00087836233,0.029884994],"study_design_scores_gemma":[0.0000046497826,0.00006969963,0.10074207,0.00019414573,0.000017772158,0.00039138892,0.8167807,0.0005572135,0.0012525675,0.006628348,0.07330524,0.00005610771],"about_ca_topic_score_codex":0.028455056,"about_ca_topic_score_gemma":0.06580939,"teacher_disagreement_score":0.028455056,"about_ca_system_score_codex":0.009076597,"about_ca_system_score_gemma":0.0019691535,"threshold_uncertainty_score":0.06585562},"labels":[],"label_agreement":null},{"id":"W2015875811","doi":"10.3390/en5072197","title":"The Characteristics of the Exergy Reference Environment and Its Implications for Sustainability-Based Decision-Making","year":2012,"lang":"en","type":"article","venue":"Energies","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Exergy; Sustainability; Computer science; Process (computing); Risk analysis (engineering); Scarcity; Environmental economics; Reference model; Relevance (law); Management science; Process management; Engineering; Process engineering; Business; Economics; Ecology","score_opus":0.013731248721167337,"score_gpt":0.25407317271414226,"score_spread":0.2403419239929749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015875811","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":[0.09876869,0.0065326504,0.78468525,0.012007989,0.00028012542,0.00019837345,0.00014080487,0.00009949667,0.0972867],"genre_scores_gemma":[0.91252315,0.0018477464,0.08307873,0.0003340727,0.00008906646,0.00018694672,0.000041901403,0.00004514732,0.0018532065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99451536,0.0030624256,0.00028160587,0.0005774971,0.0012363971,0.00032664952],"domain_scores_gemma":[0.98528165,0.01046585,0.0013786717,0.0012957278,0.00126272,0.00031533756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010477092,0.00065711583,0.0009854077,0.001928284,0.0014585332,0.0062087397,0.0017161376,0.001689623,0.0014896784],"category_scores_gemma":[0.020689212,0.0004931636,0.0007776157,0.0019420758,0.018692313,0.011428618,0.003923839,0.0027765501,0.00017316957],"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":[0.000011649959,0.000012274687,0.000782624,0.000067051944,0.000015800213,0.00007558822,0.00049891917,0.0088450145,0.00020549264,0.9832107,0.00015543724,0.0061194017],"study_design_scores_gemma":[0.0000039213987,0.000023922536,0.0007741923,0.000089204164,0.000011503823,0.000090025635,0.00079608854,0.010349637,0.00045901295,0.9799929,0.0073857075,0.000023773864],"about_ca_topic_score_codex":0.0019488501,"about_ca_topic_score_gemma":0.002344351,"teacher_disagreement_score":0.010477092,"about_ca_system_score_codex":0.002972694,"about_ca_system_score_gemma":0.0026731458,"threshold_uncertainty_score":0.055408835},"labels":[],"label_agreement":null},{"id":"W2019411387","doi":"10.4028/www.scientific.net/amr.807-809.1866","title":"A Study on Ascendency of Estuary Ecosystem","year":2013,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Eutrophication; Exergy; Trophic level; Ecosystem; Environmental science; Ecology; Estuary; Simple (philosophy); Environmental engineering; Biology; Thermodynamics; Nutrient; Physics","score_opus":0.04765470658254953,"score_gpt":0.35295168020626094,"score_spread":0.30529697362371144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019411387","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":[0.94390285,0.00097556686,0.025335016,0.00014108804,0.000030281592,0.00005222762,0.0003241143,0.00006985963,0.029168928],"genre_scores_gemma":[0.9964998,0.00033192488,0.0012809196,0.000014219109,0.000020398296,0.000015704065,0.00013196551,0.000012909216,0.0016920585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995782,0.00011901068,0.000032753385,0.00007396726,0.00013861654,0.000057480036],"domain_scores_gemma":[0.9978103,0.000798764,0.00039537027,0.0002503416,0.0005649185,0.00018033852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093001203,0.0003141617,0.0002646705,0.0022362852,0.00038485043,0.0011661819,0.00039861532,0.00025484405,0.0020856347],"category_scores_gemma":[0.0047383904,0.00011534707,0.00074270956,0.0016508979,0.00062242063,0.001659424,0.00093064236,0.0005129889,0.00019740323],"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":[0.00033391843,0.00020936156,0.38420647,0.00048893015,0.0004918339,0.0033757612,0.0023148623,0.2111452,0.02552422,0.1644596,0.0025362752,0.20491354],"study_design_scores_gemma":[0.00003323193,0.0007794511,0.5380404,0.00016483419,0.0002069415,0.002038811,0.002134693,0.31288242,0.010526424,0.11131743,0.021756506,0.00011889058],"about_ca_topic_score_codex":0.0022132695,"about_ca_topic_score_gemma":0.0012923238,"teacher_disagreement_score":0.0022362852,"about_ca_system_score_codex":0.00092346483,"about_ca_system_score_gemma":0.00039014313,"threshold_uncertainty_score":0.006977141},"labels":[],"label_agreement":null},{"id":"W2023515977","doi":"10.3390/su2051389","title":"Some Sustainability Aspects of Energy Conversion in Urban Electric Trains","year":2010,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Exergy; Sustainability; Train; Electricity; Efficient energy use; Energy transformation; Exergy efficiency; Environmental science; Environmental economics; Energy consumption; Transport engineering; Engineering; Automotive engineering; Process engineering; Ecology; Economics; Electrical engineering","score_opus":0.004007719135035802,"score_gpt":0.21189160358267015,"score_spread":0.20788388444763434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023515977","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":[0.8908792,0.002133244,0.04157197,0.0003067072,0.00002161389,0.00005867532,0.00016513249,0.00007196163,0.06479142],"genre_scores_gemma":[0.9936435,0.00057546754,0.0014118674,0.000012270483,0.000004144842,0.000014760347,0.000056695513,0.000011277288,0.004269889],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998388,0.00005112621,0.0000066508173,0.000020986256,0.000049256483,0.000033100314],"domain_scores_gemma":[0.99991035,0.00003822729,0.000016854989,0.00000686358,0.000022574133,0.000005178052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002330003,0.00029226314,0.00015909414,0.0006575531,0.00039827512,0.0008320834,0.00021496191,0.0002667992,0.0024366782],"category_scores_gemma":[0.0003889268,0.0001130126,0.00028634176,0.0008722362,0.0005691664,0.00070817466,0.00044600278,0.00018963711,0.0001866469],"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":[0.0004628113,0.0003723318,0.07312541,0.0008644664,0.00009059457,0.0035122035,0.0022093246,0.50773615,0.09270096,0.16137818,0.0015261453,0.15602148],"study_design_scores_gemma":[0.000040989344,0.0006738302,0.14367227,0.00024867416,0.00014290072,0.0017847522,0.010695414,0.42225373,0.15260607,0.20506948,0.06268229,0.00012971248],"about_ca_topic_score_codex":0.0021231107,"about_ca_topic_score_gemma":0.0018514082,"teacher_disagreement_score":0.0024366782,"about_ca_system_score_codex":0.0008140179,"about_ca_system_score_gemma":0.00020266902,"threshold_uncertainty_score":0.008151472},"labels":[],"label_agreement":null},{"id":"W2034876994","doi":"10.1016/j.jclepro.2013.06.061","title":"A fuzzy-based approach for characterization of uncertainties in emergy synthesis: an example of paved road system","year":2013,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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 British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Emergy; Fuzzy logic; Computer science; Fuzzy set; Production (economics); Process (computing); Life-cycle assessment; Uncertainty analysis; Reliability (semiconductor); Risk analysis (engineering); Operations research; Systems engineering; Engineering; Sustainability; Business; Simulation; Artificial intelligence; Economics; Ecology","score_opus":0.023944725991298592,"score_gpt":0.21529250337149852,"score_spread":0.19134777738019992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034876994","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":[0.14256552,0.00031333946,0.8483197,0.0001482764,0.000023075652,0.00007311779,0.00017612104,0.000113223185,0.008267596],"genre_scores_gemma":[0.91849154,0.000108969056,0.0801823,0.0000128776155,0.0000075124062,0.00003949787,0.000046860703,0.000011599435,0.0010987201],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997807,0.0000633799,0.00002035086,0.00004158772,0.00006688694,0.000027039252],"domain_scores_gemma":[0.9994086,0.00037181852,0.00004598846,0.000026960966,0.00012448234,0.000022128492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007298221,0.0005687019,0.00072991714,0.0013204557,0.00056391745,0.0011962292,0.00067160325,0.0010917234,0.0018596833],"category_scores_gemma":[0.0014078148,0.00023459124,0.00086572894,0.00087518955,0.00048749635,0.0009746031,0.0005060845,0.00061344705,0.00007086361],"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":[0.000056872454,0.00004519705,0.00083707395,0.000097005686,0.0000399642,0.00026140828,0.00010420976,0.95238554,0.0065909247,0.022620544,0.0001179657,0.016843298],"study_design_scores_gemma":[0.0000036130782,0.00002329363,0.00025507004,0.000005840332,0.000009752763,0.000026441776,0.000026275642,0.99329364,0.00077796826,0.0053828424,0.00018560632,0.000009647601],"about_ca_topic_score_codex":0.00683819,"about_ca_topic_score_gemma":0.0050283778,"teacher_disagreement_score":0.00683819,"about_ca_system_score_codex":0.00074397895,"about_ca_system_score_gemma":0.0004819246,"threshold_uncertainty_score":0.013596773},"labels":[],"label_agreement":null},{"id":"W2037061585","doi":"10.1016/j.energy.2012.04.061","title":"Extended exergy analysis of the economy of Nova Scotia, Canada","year":2012,"lang":"en","type":"article","venue":"Energy","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Exergy; Nova scotia; Work (physics); Secondary sector of the economy; Economy; Environmental science; Economics; Natural resource economics; Engineering; Geography; Waste management; Mechanical engineering","score_opus":0.006153379594528043,"score_gpt":0.18673989971131807,"score_spread":0.18058652011679002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037061585","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":[0.89643246,0.0036524923,0.007810966,0.0015015602,0.00009804212,0.00015751222,0.009989997,0.000054752985,0.08030224],"genre_scores_gemma":[0.9750889,0.0012677618,0.0017439864,0.00007277401,0.0000075813596,0.000029394301,0.0012728778,0.000022720418,0.020493925],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997353,0.000025615058,0.000009965076,0.000022487337,0.00009097033,0.00011561704],"domain_scores_gemma":[0.9996111,0.000048939728,0.000015394166,0.000015462261,0.00027078053,0.000038444643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027805747,0.0003405587,0.00053828285,0.001213051,0.0010854402,0.0018133577,0.0008990574,0.0003232463,0.0035597545],"category_scores_gemma":[0.0008832785,0.0002390704,0.00056998123,0.0016223344,0.0004803707,0.0004480524,0.00051313336,0.0005423408,0.00015366156],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002905483,0.00009805413,0.04619466,0.0003003488,0.00025443034,0.0012477745,0.00033655728,0.8115775,0.0022951125,0.09506261,0.010627847,0.03171447],"study_design_scores_gemma":[0.00009139051,0.000075947835,0.18100388,0.0002845979,0.00016205465,0.00020356236,0.0023473285,0.7294186,0.0016755702,0.02989435,0.054721586,0.00012124086],"about_ca_topic_score_codex":0.9923389,"about_ca_topic_score_gemma":0.99486476,"teacher_disagreement_score":0.030479634,"about_ca_system_score_codex":0.030479634,"about_ca_system_score_gemma":0.033004023,"threshold_uncertainty_score":0.22114623},"labels":[],"label_agreement":null},{"id":"W2043335249","doi":"10.1016/j.ecolind.2014.12.017","title":"Trophic networks: How do theories link ecosystem structure and functioning to stability properties? A review","year":2015,"lang":"en","type":"review","venue":"Ecological Indicators","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":212,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Ecosystem; Trophic level; Ecological stability; Context (archaeology); Ecology; Ecological network; Psychological resilience; Environmental science; Resilience (materials science); Stability (learning theory); Food web; Environmental resource management; Computer science; Biology; Physics","score_opus":0.033261522220626914,"score_gpt":0.2596959823939613,"score_spread":0.22643446017333438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043335249","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":[0.00021140718,0.9982486,0.0002854513,0.0005547578,0.00012431105,0.0000035589583,0.00003879097,0.000004474329,0.00052873325],"genre_scores_gemma":[0.0016953138,0.99746203,0.00033851885,0.00015695016,0.000126037,0.000005650009,0.000028805907,0.0000014391104,0.0001852209],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99967027,0.00006681885,0.000047535636,0.000072471856,0.00012361465,0.000019310857],"domain_scores_gemma":[0.99771035,0.0015155622,0.00028179697,0.000038203685,0.00037314856,0.00008106068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013892938,0.0009591267,0.0014656906,0.0038993356,0.00027198443,0.0015079294,0.0009058094,0.0010571516,0.002458062],"category_scores_gemma":[0.004747299,0.00028152418,0.0003681719,0.006154678,0.0011197376,0.002660819,0.000969618,0.0012002101,0.00056630326],"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":[0.000031416883,0.00003149007,0.0008782442,0.02411303,0.0001358659,0.000060954466,0.0001691572,0.00049899716,0.00028975416,0.00945152,0.023780093,0.94055957],"study_design_scores_gemma":[0.000016537664,0.000058290134,0.004108256,0.026922746,0.00056694687,0.00070238975,0.00049860094,0.00037840745,0.00024776248,0.022777569,0.94365895,0.00006367128],"about_ca_topic_score_codex":0.0031735424,"about_ca_topic_score_gemma":0.006416668,"teacher_disagreement_score":0.0038993356,"about_ca_system_score_codex":0.0010455756,"about_ca_system_score_gemma":0.0023460332,"threshold_uncertainty_score":0.008223057},"labels":[],"label_agreement":null},{"id":"W2044173795","doi":"10.1016/s0303-2647(01)00126-5","title":"Studies into abstract properties of individuals. VI. The degree of emergence in individuals, populations, species and a three species lineage","year":2001,"lang":"en","type":"article","venue":"Biosystems","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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 British Columbia","funders":"","keywords":"Biology; Lineage (genetic); Phylogenetic tree; Population; Degree (music); Ecology; Ontogeny; Variation (astronomy); Evolutionary biology; Zoology; Demography","score_opus":0.14739174013368514,"score_gpt":0.27988545922032915,"score_spread":0.132493719086644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044173795","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":[0.90643185,0.004257092,0.044872716,0.0014010941,0.00008476595,0.000053538715,0.00047787282,0.000060271595,0.042360887],"genre_scores_gemma":[0.98894393,0.0011317118,0.0061730845,0.00006949832,0.000049061706,0.000023251596,0.00015125508,0.000019413914,0.0034387335],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993218,0.00023722788,0.000064982465,0.00013866666,0.00012890047,0.00010849623],"domain_scores_gemma":[0.98849773,0.006863676,0.0015403808,0.0012170386,0.0013469995,0.0005342386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016443289,0.00018996776,0.00021709024,0.0016317695,0.0006401473,0.0008857986,0.0003427011,0.00029117538,0.003229496],"category_scores_gemma":[0.011565686,0.00011654022,0.0005037243,0.0012669807,0.0018917469,0.0017176339,0.00073694525,0.0005745715,0.00059327856],"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":[0.000448764,0.00016772203,0.3954432,0.0011083547,0.00047613718,0.00047008446,0.00549635,0.022904644,0.039092325,0.32035282,0.004548481,0.20949107],"study_design_scores_gemma":[0.000017915789,0.0006188453,0.6931209,0.00023779483,0.00021069984,0.0017328251,0.0026646783,0.013710416,0.01448268,0.24705224,0.026087249,0.00006374807],"about_ca_topic_score_codex":0.0010779888,"about_ca_topic_score_gemma":0.0019971204,"teacher_disagreement_score":0.003229496,"about_ca_system_score_codex":0.00048510448,"about_ca_system_score_gemma":0.00032051638,"threshold_uncertainty_score":0.010803759},"labels":[],"label_agreement":null},{"id":"W2047743404","doi":"10.1016/j.jenvman.2013.03.009","title":"An urban metabolism and ecological footprint assessment of Metro Vancouver","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":172,"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 British Columbia","funders":"","keywords":"Ecological footprint; Metropolitan area; Material flow analysis; Urban metabolism; Sustainability; Carbon footprint; Environmental science; Resource (disambiguation); Geography; Urban planning; Environmental protection; Environmental resource management; Greenhouse gas; Ecology; Urban density","score_opus":0.00417373157586138,"score_gpt":0.21141411404316737,"score_spread":0.207240382467306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047743404","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":[0.9982147,0.000028920387,0.000087063825,0.0000095620035,5.980591e-7,0.000009256602,0.0002771623,0.0000019707804,0.001370749],"genre_scores_gemma":[0.9983571,0.000046833567,0.00019319299,0.0000033501303,4.4032117e-7,0.0000044741414,0.00030506545,0.000002884874,0.0010866459],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99983275,0.00002942043,0.000006043953,0.000022375501,0.000058468017,0.00005086319],"domain_scores_gemma":[0.9997029,0.00003116941,0.00002884288,0.000014971498,0.00015955135,0.000062538915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020293529,0.00024031223,0.00021850503,0.0013120276,0.0010106753,0.0014089355,0.00046834748,0.00030705112,0.0013244584],"category_scores_gemma":[0.0006534212,0.00022500727,0.00023164223,0.0028533428,0.0002478477,0.00021830222,0.00062984927,0.00017336982,0.00022528377],"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":[0.00034377354,0.00011183653,0.9667974,0.00004604401,0.00009951398,0.00039249295,0.0010735574,0.007488388,0.0030208684,0.00048125532,0.0005273035,0.019617682],"study_design_scores_gemma":[0.000009190164,0.000058765494,0.9718602,0.000014857323,0.00004297797,0.00013015246,0.004050856,0.020756347,0.00068081263,0.00013083893,0.002250516,0.000014498295],"about_ca_topic_score_codex":0.82474875,"about_ca_topic_score_gemma":0.9476873,"teacher_disagreement_score":0.17525125,"about_ca_system_score_codex":0.0038243292,"about_ca_system_score_gemma":0.0017663732,"threshold_uncertainty_score":0.35256666},"labels":[],"label_agreement":null},{"id":"W2050441376","doi":"10.1086/678406","title":"The Paradox of Enrichment in Metaecosystems","year":2014,"lang":"en","type":"article","venue":"The American Naturalist","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique; James S. McDonnell Foundation","keywords":"Biology; Evolutionary biology","score_opus":0.004342033230240013,"score_gpt":0.22179207596823722,"score_spread":0.2174500427379972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050441376","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":[0.9694317,0.0002501445,0.02546888,0.0005093851,0.000010462274,0.0000147023975,0.000038522216,0.0000633736,0.0042126835],"genre_scores_gemma":[0.9985446,0.00006031617,0.0010443922,0.000022052063,0.0000030579504,0.000007676558,0.0000073354113,0.000006080144,0.0003045082],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997801,0.00008524399,0.0000146877765,0.00004739695,0.000033213124,0.000039332477],"domain_scores_gemma":[0.9991265,0.0003543136,0.00019747754,0.00008928028,0.00007915303,0.00015320207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006100345,0.00032863815,0.00047754127,0.0005406961,0.00081863924,0.0012488693,0.00050570816,0.00077195576,0.0008304576],"category_scores_gemma":[0.0027948816,0.00021606433,0.0006076368,0.00027759315,0.0017344217,0.0013443097,0.001970511,0.00049687066,0.00006671239],"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":[0.00039292872,0.00007872402,0.022890475,0.00016787012,0.00025110206,0.0012515177,0.0007956606,0.7177304,0.04151464,0.20211259,0.0006515639,0.012162543],"study_design_scores_gemma":[0.0000863201,0.0001567674,0.0071960078,0.000027753124,0.00009859617,0.00022913759,0.0003312219,0.8300565,0.0044711763,0.1557489,0.001555498,0.00004223951],"about_ca_topic_score_codex":0.003239792,"about_ca_topic_score_gemma":0.0020234538,"teacher_disagreement_score":0.003239792,"about_ca_system_score_codex":0.0010733288,"about_ca_system_score_gemma":0.0005216358,"threshold_uncertainty_score":0.0077875853},"labels":[],"label_agreement":null},{"id":"W2052702503","doi":"10.3390/su1041444","title":"The Tenuous Use of Exergy as a Measure of Resource Value or Waste Impact","year":2009,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":41,"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":"Exergy; Exergy efficiency; Sustainability; Work (physics); Variable (mathematics); Quality (philosophy); Resource (disambiguation); Computer science; Process engineering; Environmental economics; Environmental science; Engineering; Mathematics; Economics; Mechanical engineering; Ecology; Physics","score_opus":0.011811334978705403,"score_gpt":0.26223237199165994,"score_spread":0.25042103701295454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052702503","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":[0.046296757,0.11333871,0.5185356,0.04818037,0.011098705,0.00022867777,0.0008433994,0.0003709142,0.2611069],"genre_scores_gemma":[0.7685981,0.048315592,0.14253488,0.008436975,0.0031669568,0.00040808038,0.0002799426,0.00035331742,0.027906068],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9927408,0.0025829643,0.0006346542,0.0009799143,0.0029060952,0.00015558804],"domain_scores_gemma":[0.9829915,0.011674486,0.0011723924,0.002015061,0.0019465319,0.0001999573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00758137,0.0014253496,0.0016358676,0.0054375366,0.0013274673,0.008601967,0.0029320829,0.0023797317,0.002880566],"category_scores_gemma":[0.030899456,0.0004559022,0.0012471997,0.005929464,0.020246942,0.012074819,0.0045322226,0.004482261,0.0011009219],"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":[0.000052749794,0.000040631556,0.0023936548,0.00082948984,0.00011650503,0.00008763026,0.00076096633,0.0025735097,0.0007558009,0.9295532,0.004723648,0.058112126],"study_design_scores_gemma":[0.00000930109,0.00011909131,0.0024933692,0.0015121426,0.00010462929,0.00052189024,0.0012780466,0.004223215,0.0030828002,0.8724716,0.11408209,0.00010189509],"about_ca_topic_score_codex":0.0012756074,"about_ca_topic_score_gemma":0.0021307839,"teacher_disagreement_score":0.008601967,"about_ca_system_score_codex":0.0027204314,"about_ca_system_score_gemma":0.0017594863,"threshold_uncertainty_score":0.040094614},"labels":[],"label_agreement":null},{"id":"W2053847530","doi":"10.1115/imece2010-40766","title":"A Study on Nonlinear Population Dynamics Based on Energy Flow","year":2010,"lang":"en","type":"article","venue":"","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Energy flow; Logistic function; Nonlinear system; Energy (signal processing); Flow (mathematics); Population; Dynamics (music); Computer science; Statistical physics; Population growth; Population model; Applied mathematics; Mathematics; Mechanics; Statistics; Physics; Demography","score_opus":0.006876950937866308,"score_gpt":0.2246190719090727,"score_spread":0.2177421209712064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053847530","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":[0.3458818,0.0030410623,0.5965348,0.0017721668,0.0003027925,0.000079788326,0.00017543901,0.00010621427,0.052106],"genre_scores_gemma":[0.9634125,0.002955331,0.01822213,0.00015280025,0.00020202012,0.00006819905,0.00008751831,0.00002728796,0.0148723675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988043,0.00003825131,0.0000049494424,0.000031069754,0.000026374317,0.000018929126],"domain_scores_gemma":[0.99964166,0.00018457443,0.00006414958,0.000022335475,0.000058237325,0.000029070065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028244767,0.00034164285,0.00038683266,0.00047880248,0.00052759534,0.0005411769,0.00048110873,0.00044092326,0.0023129222],"category_scores_gemma":[0.0014039181,0.00016635748,0.0005742375,0.0004832043,0.0006270112,0.0015761047,0.0005021555,0.0004936904,0.00018511203],"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":[0.000030220448,0.00006806835,0.0062389458,0.00038091143,0.000079676036,0.0006608913,0.000680657,0.35590294,0.0072696493,0.596832,0.0017509756,0.030105118],"study_design_scores_gemma":[0.0000069214084,0.000054469558,0.0015393778,0.000017730148,0.000027490389,0.00019205584,0.000076736185,0.9302808,0.0003744768,0.0643762,0.0030341765,0.000019483903],"about_ca_topic_score_codex":0.0035227058,"about_ca_topic_score_gemma":0.001644232,"teacher_disagreement_score":0.0035227058,"about_ca_system_score_codex":0.0004967686,"about_ca_system_score_gemma":0.00044125458,"threshold_uncertainty_score":0.0077375174},"labels":[],"label_agreement":null},{"id":"W2056388847","doi":"10.2495/dne-v4-n1-11-15","title":"A thermodynamics-based measurement of environmental resource use in buildings and cultural heritage","year":2009,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Emergy; Sustainability; Ecological footprint; Architectural engineering; Resource (disambiguation); Cultural heritage; Built environment; Environmental resource management; Civil engineering; Environmental planning; Environmental economics; Engineering; Computer science; Environmental science; Geography; Ecology; Economics","score_opus":0.011102798067695463,"score_gpt":0.22293003361977767,"score_spread":0.21182723555208222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056388847","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":[0.59122026,0.0020452552,0.3116085,0.00042916078,0.00016173275,0.00013417262,0.001294981,0.00048181994,0.09262406],"genre_scores_gemma":[0.9880117,0.0002354212,0.00957232,0.000019627782,0.000022054139,0.000036929996,0.0001559816,0.000029074728,0.0019168681],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992569,0.00016854281,0.000032160486,0.00008455062,0.00041223096,0.000045542838],"domain_scores_gemma":[0.99952877,0.00019189036,0.00007859685,0.00007720598,0.00008076416,0.000042780604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004954108,0.00033462615,0.00029022226,0.0027471308,0.0004225572,0.0011582236,0.00054273644,0.0004575839,0.0027307798],"category_scores_gemma":[0.0016090699,0.00022076607,0.00033858928,0.0019852964,0.0012909952,0.0017547965,0.0014355567,0.0003880191,0.00050920673],"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":[0.00036003275,0.00044863927,0.13388364,0.0008790677,0.0003335486,0.0005514164,0.0036889494,0.06305562,0.20253916,0.2913076,0.0028790387,0.3000733],"study_design_scores_gemma":[0.000026512918,0.00064665417,0.45834303,0.00021782483,0.00022751038,0.0015863249,0.004021051,0.14662957,0.16230565,0.18120757,0.04434145,0.00044687634],"about_ca_topic_score_codex":0.0010996399,"about_ca_topic_score_gemma":0.0015679402,"teacher_disagreement_score":0.0027471308,"about_ca_system_score_codex":0.0006653617,"about_ca_system_score_gemma":0.00030284055,"threshold_uncertainty_score":0.0091353655},"labels":[],"label_agreement":null},{"id":"W2058068031","doi":"10.1016/j.envpol.2010.10.022","title":"The study of urban metabolism and its applications to urban planning and design","year":2010,"lang":"en","type":"review","venue":"Environmental Pollution","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":920,"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":"Urban metabolism; Sustainability; Urban planning; Greenhouse gas; Urban density; Formative assessment; Environmental planning; Urban design; Urbanization; Environmental science; Ecology; Biology; Sociology","score_opus":0.02979338390558414,"score_gpt":0.27574944824698483,"score_spread":0.2459560643414007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058068031","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":[0.000123463,0.99665254,0.0012815212,0.00023390361,0.0001558455,0.00000411645,0.000014936723,0.0000048615057,0.0015287206],"genre_scores_gemma":[0.0016213756,0.9965348,0.0007897674,0.00011101149,0.00026621105,0.0000068981635,0.00002091559,0.0000022498948,0.0006467513],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995592,0.000091043265,0.000042734122,0.00009898121,0.00018177778,0.000026169422],"domain_scores_gemma":[0.99915147,0.00051203807,0.00009999406,0.000033994376,0.00016364957,0.000038820614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008777145,0.0016468163,0.002788572,0.00446813,0.00047970793,0.0021131972,0.0016560369,0.0021138247,0.002832815],"category_scores_gemma":[0.0011355523,0.00054698245,0.00077614764,0.010436799,0.0026724162,0.0030655174,0.0014495814,0.0018861352,0.0012134098],"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":[0.00002181882,0.000064105174,0.00029397907,0.012733879,0.00008715011,0.000105923646,0.00011405075,0.0028364067,0.0010171958,0.035083216,0.01187194,0.9357703],"study_design_scores_gemma":[0.00001059348,0.0000632584,0.0013961848,0.0037663912,0.0001011225,0.00076725526,0.00023604202,0.000807898,0.0005242688,0.036829114,0.95544595,0.000051932562],"about_ca_topic_score_codex":0.004939811,"about_ca_topic_score_gemma":0.007167657,"teacher_disagreement_score":0.004939811,"about_ca_system_score_codex":0.001825142,"about_ca_system_score_gemma":0.0019720371,"threshold_uncertainty_score":0.013242364},"labels":[],"label_agreement":null},{"id":"W2058354914","doi":"10.1016/j.ecolmodel.2011.04.006","title":"Selected papers presented in oral and poster sessions at the 2009 conference of the International Society for Ecological Modelling (ISEM) in Quebec City, Canada, October 6–9, 2009","year":2011,"lang":"en","type":"article","venue":"Ecological Modelling","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":true,"ca_institutions":"University of Guelph; Université du Québec à Montréal; Canadian Forest Service; Natural Resources Canada","funders":"","keywords":"Environmental science; Grassland; Biomass (ecology); Vegetation (pathology); Steppe; Ecosystem; Weather station; Primary production; Growing season; Stocking; Resource (disambiguation); Hydrology (agriculture); Atmospheric sciences; Physical geography; Ecology; Meteorology; Forestry; Geography","score_opus":0.047191197989086026,"score_gpt":0.22800232710106205,"score_spread":0.18081112911197603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058354914","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":[0.011828418,0.080207445,0.012156747,0.045058634,0.5115508,0.0014520603,0.01473756,0.0009290239,0.32207945],"genre_scores_gemma":[0.013839759,0.02743821,0.0023790488,0.0016866854,0.02547056,0.00026289735,0.00564366,0.00047892326,0.9228003],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934524,0.00006518634,0.00002697039,0.00009122783,0.00035781096,0.00011355522],"domain_scores_gemma":[0.99678504,0.0002499396,0.000091369504,0.000079625985,0.0021439365,0.00065007585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017209379,0.0015959919,0.0012351918,0.0023920292,0.0019828952,0.0040228623,0.001407079,0.0010771403,0.23190196],"category_scores_gemma":[0.0026540388,0.00028184376,0.00095404114,0.003207044,0.0004889435,0.0013686684,0.0014132943,0.001237223,0.042257152],"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":[0.00010618365,0.000040983658,0.0002120252,0.00028053598,0.00001372308,0.00008635041,0.00009266997,0.0002751905,0.0007614233,0.00047859948,0.95900965,0.03864262],"study_design_scores_gemma":[0.000034041645,0.000059207352,0.0022535438,0.0003554766,0.000030402784,0.000047048485,0.00032845497,0.00029631387,0.00049658143,0.0006681045,0.99540895,0.00002187503],"about_ca_topic_score_codex":0.039866023,"about_ca_topic_score_gemma":0.102718405,"teacher_disagreement_score":0.96013397,"about_ca_system_score_codex":0.004108887,"about_ca_system_score_gemma":0.0035391,"threshold_uncertainty_score":0.7757893},"labels":[],"label_agreement":null},{"id":"W2059162277","doi":"10.3390/su7044747","title":"Ecological Footprints and Lifestyle Archetypes: Exploring Dimensions of Consumption and the Transformation Needed to Achieve Urban Sustainability","year":2015,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia; Pacific Institute for Climate Solutions","keywords":"Archetype; Sustainability; Ecological footprint; Transformation (genetics); Consumption (sociology); Geography; Ecology; Environmental resource management; Environmental science; Sociology; Social science; Biology; Art","score_opus":0.03547144712412511,"score_gpt":0.2641792833566052,"score_spread":0.22870783623248006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059162277","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":[0.9307833,0.00078142266,0.018700141,0.0016681515,0.000012565188,0.000073185474,0.00039731836,0.000031559186,0.04755236],"genre_scores_gemma":[0.9887953,0.00038064647,0.009895663,0.000052169235,0.0000037189154,0.00006032428,0.0001703321,0.000007921159,0.00063381967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994266,0.0003239485,0.00002837888,0.000046680023,0.00011054953,0.000063886284],"domain_scores_gemma":[0.9988049,0.00067079155,0.00021956956,0.00009871438,0.00011318329,0.000092828785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010615289,0.0003421538,0.00022702127,0.0019112725,0.00059302244,0.002826208,0.000304209,0.00041597532,0.0025274951],"category_scores_gemma":[0.002208848,0.00013892529,0.00046848456,0.00383019,0.002391129,0.0026065898,0.0020021792,0.0007086607,0.0001397445],"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":[0.00015947058,0.00043189913,0.551972,0.0005025948,0.00015721351,0.00022101415,0.025804525,0.010177982,0.0020302986,0.2259507,0.0017818143,0.18081053],"study_design_scores_gemma":[0.0000147160845,0.0003126123,0.6258678,0.0005299986,0.00006765062,0.0003031351,0.109450646,0.026434861,0.0026095994,0.20108746,0.03325547,0.00006608368],"about_ca_topic_score_codex":0.004833234,"about_ca_topic_score_gemma":0.009678142,"teacher_disagreement_score":0.004833234,"about_ca_system_score_codex":0.0016942517,"about_ca_system_score_gemma":0.0011347926,"threshold_uncertainty_score":0.012292683},"labels":[],"label_agreement":null},{"id":"W2060645706","doi":"10.1007/s10745-006-9008-2","title":"Knowledge, Learning and the Evolution of Conservation Practice for Social-Ecological System Resilience","year":2006,"lang":"en","type":"article","venue":"Human Ecology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":517,"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; University of Manitoba","funders":"","keywords":"Ecological resilience; Psychological resilience; Social learning; Resilience (materials science); Environmental resource management; Conservation psychology; Conservation of resources theory; Ecological systems theory; Resource (disambiguation); Process (computing); Ecology; Knowledge management; Sociology; Psychology; Computer science; Economics; Social psychology; Biodiversity; Biology","score_opus":0.011491380461708776,"score_gpt":0.2707287730087183,"score_spread":0.2592373925470095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060645706","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":[0.924532,0.00048168408,0.00843185,0.004127521,0.000027090478,0.00004106711,0.00006345808,0.000030245368,0.06226504],"genre_scores_gemma":[0.9977335,0.00006756998,0.0014405665,0.00005060608,0.0000056437257,0.00000966759,0.000011491634,0.0000055641976,0.00067539955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99711406,0.0015559094,0.00007699935,0.000512868,0.00031116852,0.00042897052],"domain_scores_gemma":[0.982473,0.010459501,0.0026360264,0.001584556,0.0013123789,0.0015345949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051223366,0.00025594493,0.00030922238,0.0017544057,0.0019723282,0.004723191,0.001254634,0.002750205,0.010600484],"category_scores_gemma":[0.026093021,0.0002309304,0.00030831367,0.0013801996,0.01080123,0.004914676,0.0031019314,0.0012577969,0.00030115392],"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":[0.0005201283,0.001404649,0.21695499,0.0003614338,0.0004064167,0.0009689043,0.024416145,0.019868108,0.0042421324,0.5789426,0.0021020726,0.14981237],"study_design_scores_gemma":[0.00012940167,0.00035537218,0.21976513,0.00017054325,0.000117696225,0.0006079026,0.016608339,0.02317242,0.0016649358,0.7270208,0.010276648,0.00011084314],"about_ca_topic_score_codex":0.006373746,"about_ca_topic_score_gemma":0.008731502,"teacher_disagreement_score":0.010600484,"about_ca_system_score_codex":0.0034723617,"about_ca_system_score_gemma":0.003818187,"threshold_uncertainty_score":0.03546214},"labels":[],"label_agreement":null},{"id":"W2061807824","doi":"10.1016/j.jenvman.2012.12.034","title":"Emergy accounting for regional studies: Case study of Canada and its provinces","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Sustainability and Ecological Systems Analysis","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":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Emergy; Environmental accounting; Renewable energy; Renewable resource; Resource (disambiguation); Sustainability; Non-renewable resource; Natural resource economics; Sustainable development; Consumption (sociology); Natural resource; Geography; Environmental resource management; Environmental science; Economics; Ecology; Accounting; Computer science","score_opus":0.014888252959828683,"score_gpt":0.22653165526163202,"score_spread":0.21164340230180334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061807824","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":[0.961374,0.0022997512,0.008470892,0.0017608135,0.000022407963,0.00013029312,0.0029498609,0.00008223309,0.02290983],"genre_scores_gemma":[0.9890526,0.00094274525,0.0063166777,0.000037370522,0.000007887613,0.000012210575,0.0004944552,0.000026395552,0.0031097573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990466,0.00021059123,0.00006559409,0.00010605089,0.0002931109,0.0002779966],"domain_scores_gemma":[0.9941403,0.0021405118,0.00053982256,0.00047320066,0.0023202419,0.00038587034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002157468,0.0003131659,0.0003184519,0.0029531773,0.00209451,0.0034936303,0.0015697394,0.00050865347,0.0016022193],"category_scores_gemma":[0.009297263,0.00017139153,0.00038493465,0.009270557,0.00084315194,0.0015783033,0.0012071455,0.000591458,0.000058464288],"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":[0.00029831423,0.00013527335,0.54199916,0.00036626778,0.00024917978,0.002510167,0.00608404,0.11884615,0.0011183493,0.06403247,0.012719351,0.2516412],"study_design_scores_gemma":[0.000045948807,0.000113628994,0.5610033,0.0006249881,0.00041710402,0.0010651946,0.051034097,0.27386922,0.0026922955,0.027463978,0.08150029,0.00016993484],"about_ca_topic_score_codex":0.9626262,"about_ca_topic_score_gemma":0.9843433,"teacher_disagreement_score":0.03737378,"about_ca_system_score_codex":0.020042932,"about_ca_system_score_gemma":0.019354608,"threshold_uncertainty_score":0.14542234},"labels":[],"label_agreement":null},{"id":"W2062798036","doi":"10.1016/j.ecolmodel.2013.01.023","title":"The mean function provides robustness to linear inverse modelling flow estimation in food webs: A comparison of functions derived from statistics and ecological theories","year":2013,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography","funders":"Centre National de la Recherche Scientifique","keywords":"Robustness (evolution); Statistics; Food web; Food chain; Mathematics; Inverse; Probability density function; Ecology; Computer science; Applied mathematics; Trophic level; Biology","score_opus":0.02893742942644652,"score_gpt":0.23437188797257882,"score_spread":0.2054344585461323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062798036","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":[0.25572798,0.0010663114,0.7390243,0.00075806584,0.00009434989,0.000023585873,0.00015073216,0.00078403985,0.002370582],"genre_scores_gemma":[0.9443987,0.00059008086,0.053242438,0.00014306373,0.00015440195,0.000037115922,0.00026379476,0.00052625884,0.00064424804],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9960263,0.0023383545,0.00017739329,0.00059230113,0.00066027377,0.0002053403],"domain_scores_gemma":[0.89957094,0.08747421,0.0027971445,0.0065085753,0.0032364572,0.00041269508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016200516,0.0009578796,0.001273315,0.002425445,0.0007258091,0.0030619507,0.0013580233,0.0028422421,0.0009523624],"category_scores_gemma":[0.09361962,0.00066366885,0.0014734098,0.0013532792,0.002776945,0.0049824635,0.0019172054,0.0016324851,0.00029198936],"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":[0.0011644214,0.0001246037,0.027052253,0.00028626824,0.0005378113,0.00019082292,0.0004472698,0.72291523,0.006857127,0.07886264,0.0015792771,0.1599823],"study_design_scores_gemma":[0.000018720688,0.000111147936,0.00474891,0.000027332586,0.00009482638,0.00011108001,0.00003908422,0.9670913,0.0024142591,0.024909228,0.00038753284,0.000046542475],"about_ca_topic_score_codex":0.0035121108,"about_ca_topic_score_gemma":0.0016769944,"teacher_disagreement_score":0.016200516,"about_ca_system_score_codex":0.001105265,"about_ca_system_score_gemma":0.0012961031,"threshold_uncertainty_score":0.085677505},"labels":[],"label_agreement":null},{"id":"W2065979259","doi":"10.1016/j.shpsc.2010.11.011","title":"The three faces of ecological fitness","year":2011,"lang":"en","type":"article","venue":"Studies in History and Philosophy of Science Part C Studies in History and Philosophy of Biological and Biomedical Sciences","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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 Lethbridge","funders":"University of Lethbridge","keywords":"Constructive; Ecology; Ecosystem; Organism; Autotroph; Biology; Inclusive fitness; Fitness landscape; Construct (python library); Genetic Fitness; Biological evolution; Computer science; Sociology; Process (computing)","score_opus":0.18880725513597835,"score_gpt":0.3040497928817964,"score_spread":0.11524253774581805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065979259","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":[0.08012877,0.030992562,0.05948923,0.4804286,0.0021973269,0.00004943703,0.00024435637,0.00012865444,0.346341],"genre_scores_gemma":[0.9623102,0.005639106,0.008248802,0.010775131,0.0025629795,0.000103875136,0.00005738023,0.000080047175,0.010222497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.992702,0.0037622876,0.00024581066,0.0009746252,0.0016212569,0.00069400604],"domain_scores_gemma":[0.987004,0.008624368,0.00066076027,0.0014154076,0.0013362142,0.00095922546],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011081354,0.0007355974,0.001307472,0.0024143883,0.0042805676,0.009857253,0.0018067136,0.005363314,0.0097659305],"category_scores_gemma":[0.021643937,0.0004973832,0.00061752484,0.0015775362,0.051653888,0.018599875,0.0065780603,0.007120087,0.0006307834],"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":[0.000019500658,0.000011012074,0.0006556496,0.000045537738,0.00001385527,0.000032724423,0.0015043075,0.00030571962,0.00008728394,0.9822307,0.0023900343,0.012703706],"study_design_scores_gemma":[0.0000064246765,0.000005575854,0.0005793149,0.000036431156,0.0000042469214,0.000026228845,0.0007196254,0.00023975642,0.00002335495,0.99022526,0.008123253,0.000010551667],"about_ca_topic_score_codex":0.0028223014,"about_ca_topic_score_gemma":0.002864413,"teacher_disagreement_score":0.99571943,"about_ca_system_score_codex":0.00358733,"about_ca_system_score_gemma":0.0017539089,"threshold_uncertainty_score":0.05860448},"labels":[],"label_agreement":null},{"id":"W2066384380","doi":"10.4296/cwrj3403255","title":"Evaluation of the Urban Hydrologic Metabolism of the Greater Moncton Region, New Brunswick","year":2009,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Evapotranspiration; Environmental science; Combined sewer; Hydrology (agriculture); Water balance; Potable water; Infiltration (HVAC); Sewage; Wastewater; Water supply; Water resources; Precipitation; Water resource management; Groundwater recharge; Stormwater; Environmental engineering; Groundwater; Aquifer; Ecology; Surface runoff; Meteorology; Geography; Geology; Biology","score_opus":0.019404653845124423,"score_gpt":0.19928192153286006,"score_spread":0.17987726768773565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066384380","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":[0.99624264,0.00008494392,0.0004503604,0.000054236974,0.0000022582062,0.000040398507,0.0006139191,0.000013441041,0.0024978817],"genre_scores_gemma":[0.9972385,0.00008745128,0.0008314172,0.000016938271,0.0000015926478,0.000015196942,0.00061115227,0.0000068646236,0.0011907764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99979705,0.000042365566,0.000010513779,0.00003344604,0.00006997656,0.00004673533],"domain_scores_gemma":[0.99971205,0.000044449607,0.00006625101,0.00002343925,0.00011212333,0.00004158304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040084447,0.000240037,0.00012784777,0.0011122269,0.00034527687,0.000781518,0.00035956726,0.00012809,0.0008424585],"category_scores_gemma":[0.00064397766,0.00015055794,0.00024950833,0.0013865907,0.00027711425,0.0003157426,0.00050556834,0.0001444622,0.00006918969],"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":[0.00029349758,0.000054233427,0.92315793,0.00007432425,0.00008924439,0.0009935212,0.0007139426,0.023255974,0.018742627,0.000817228,0.00063879165,0.031168628],"study_design_scores_gemma":[0.000008342812,0.00005537727,0.9822202,0.000014129292,0.000021303384,0.00011422739,0.0011003542,0.01119395,0.003053894,0.000056788227,0.002147345,0.000014083955],"about_ca_topic_score_codex":0.73046607,"about_ca_topic_score_gemma":0.90784633,"teacher_disagreement_score":0.26953393,"about_ca_system_score_codex":0.008348243,"about_ca_system_score_gemma":0.0032909391,"threshold_uncertainty_score":0.5422425},"labels":[],"label_agreement":null},{"id":"W2068937077","doi":"10.1016/j.ecolmodel.2011.04.002","title":"An inverse model for the analysis of the Venice lagoon food web","year":2011,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Sustainability and Ecological Systems Analysis","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":"Fisheries and Oceans Canada","funders":"","keywords":"Trophic level; Food web; Energy flow; Environmental science; Energy balance; Ecology; Energy consumption; Inverse; Computer science; Mathematics; Mathematical optimization; Statistics; Energy (signal processing); Biology","score_opus":0.0817850209531076,"score_gpt":0.23777711693295042,"score_spread":0.15599209597984282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068937077","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":[0.15158205,0.00045314129,0.8386231,0.00035098393,0.00009115745,0.000029434392,0.0002951173,0.00029704612,0.008277994],"genre_scores_gemma":[0.92111516,0.00040622705,0.06565207,0.000079661746,0.000040097795,0.00008615132,0.00028501754,0.0001296787,0.012205881],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999174,0.000025402947,0.0000038008263,0.000018509241,0.000018268533,0.00001664367],"domain_scores_gemma":[0.99985456,0.00006565533,0.000016906255,0.000016081969,0.000028030285,0.000018705095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029313436,0.00037049095,0.0004661888,0.00037765465,0.00034845027,0.00089434854,0.0008492141,0.0007321683,0.0017414048],"category_scores_gemma":[0.00096036436,0.00029100612,0.0006106179,0.0005029742,0.000542024,0.00064498535,0.0008344094,0.00088010926,0.000233496],"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":[0.000025177646,0.000017120756,0.0008430191,0.000021371086,0.000019008801,0.000051295134,0.000029847113,0.9720453,0.0016204083,0.01871597,0.00029779915,0.0063135657],"study_design_scores_gemma":[0.0000029448727,0.00000428349,0.00012295459,0.0000014144565,0.0000038178127,0.000009261263,0.0000046985383,0.99556965,0.000086591244,0.003847329,0.00034382835,0.0000033580286],"about_ca_topic_score_codex":0.03245809,"about_ca_topic_score_gemma":0.021896597,"teacher_disagreement_score":0.03245809,"about_ca_system_score_codex":0.0006697477,"about_ca_system_score_gemma":0.0012378267,"threshold_uncertainty_score":0.06453836},"labels":[],"label_agreement":null},{"id":"W2071615258","doi":"10.1007/bf02873143","title":"The calculation and analysis of ecological footprints, diversity and development capacity of China","year":2003,"lang":"en","type":"article","venue":"Journal of Geographical Sciences","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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 British Columbia","funders":"","keywords":"Ecological footprint; Sustainable development; China; Sustainability; Footprint; Ecological deficit; Diversity (politics); Carrying capacity; Ecology; Environmental resource management; Natural resource economics; Geography; Environmental science; Economics; Political science","score_opus":0.01822728909152754,"score_gpt":0.22168173287056128,"score_spread":0.20345444377903374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071615258","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":[0.9926926,0.00020627033,0.004538974,0.00005876669,0.0000040584837,0.000017761775,0.0006948213,0.0000317047,0.0017550627],"genre_scores_gemma":[0.9974942,0.00008642962,0.0015146863,0.0000035280186,0.0000026368004,0.00001687603,0.0005562965,0.000005760247,0.00031961052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99971324,0.000060410905,0.000025997002,0.00006197576,0.00008545292,0.00005291072],"domain_scores_gemma":[0.9992835,0.00028817327,0.00008226075,0.000094020914,0.00016673385,0.00008529206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008788962,0.0004487701,0.00042535106,0.0039145784,0.00053042104,0.00089739665,0.0007383206,0.00028367963,0.00090065994],"category_scores_gemma":[0.0016465144,0.0002852619,0.0006933332,0.0046339324,0.00048733517,0.0010227725,0.0006853748,0.00020980866,0.000076566095],"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":[0.00020048286,0.000117198186,0.60908246,0.00019283008,0.00043300955,0.0003860423,0.00075565395,0.28975675,0.002053924,0.014298958,0.0014967428,0.08122595],"study_design_scores_gemma":[0.000025909265,0.000053876603,0.56433356,0.000021539227,0.00015289172,0.000108526736,0.0006182594,0.4231174,0.001221224,0.00781662,0.0024758612,0.00005432517],"about_ca_topic_score_codex":0.10853324,"about_ca_topic_score_gemma":0.06656401,"teacher_disagreement_score":0.10853324,"about_ca_system_score_codex":0.002844719,"about_ca_system_score_gemma":0.0030827187,"threshold_uncertainty_score":0.21580303},"labels":[],"label_agreement":null},{"id":"W2076757341","doi":"10.1016/j.jglr.2012.09.015","title":"Towards the development of an ecosystem model for the Hamilton Harbour, Ontario, Canada","year":2012,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; University of Toronto","funders":"","keywords":"Harbour; Ecosystem; Oceanography; Environmental science; Geography; Environmental resource management; Fishery; Ecology; Geology; Biology; Computer science","score_opus":0.0863827195466725,"score_gpt":0.31335222781979855,"score_spread":0.22696950827312606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076757341","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":[0.69892114,0.0015485116,0.2097574,0.0051373322,0.00021688773,0.00045194494,0.009584565,0.00085121085,0.07353098],"genre_scores_gemma":[0.92410004,0.00081142184,0.0512764,0.00024516525,0.000026945594,0.00020410927,0.0021290672,0.00021368099,0.020993134],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998103,0.000048704784,0.000007923376,0.0000267737,0.000043013762,0.000063357424],"domain_scores_gemma":[0.9996117,0.00007102253,0.00002273086,0.000016132388,0.00019971924,0.00007867364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000535023,0.0005657869,0.00068750314,0.0006012382,0.0020520664,0.0017927078,0.0022625271,0.0012050816,0.002904493],"category_scores_gemma":[0.0013063742,0.0006516671,0.0008762659,0.0010516123,0.0007964081,0.00086816587,0.0010541967,0.0007771664,0.00026600345],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023024102,0.000018857827,0.0031640138,0.00002933727,0.00002967556,0.00008170651,0.00009148556,0.98346,0.00036617968,0.0080852695,0.0019139018,0.0027365761],"study_design_scores_gemma":[0.000022127639,0.000008970078,0.00160541,0.000015479422,0.000018031209,0.000010052327,0.0001387444,0.9920895,0.0000818009,0.002611865,0.0033799254,0.00001812047],"about_ca_topic_score_codex":0.9819427,"about_ca_topic_score_gemma":0.9827502,"teacher_disagreement_score":0.018177152,"about_ca_system_score_codex":0.018177152,"about_ca_system_score_gemma":0.028136605,"threshold_uncertainty_score":0.13188511},"labels":[],"label_agreement":null},{"id":"W2077578258","doi":"10.1371/journal.pone.0076739","title":"Key Features of Intertidal Food Webs That Support Migratory Shorebirds","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography","funders":"Centre National de la Recherche Scientifique; Agence Nationale de la Recherche","keywords":"Food web; Trophic level; Food chain; Flyway; Apex predator; Ecology; Environmental science; Ecosystem; Geography; Fishery; Biology","score_opus":0.024808066027297543,"score_gpt":0.19185689374451897,"score_spread":0.16704882771722143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077578258","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":[0.99828124,0.000063037216,0.0009075494,0.000007050968,8.393904e-7,0.0000055508867,0.00018600024,0.000018391296,0.00053039426],"genre_scores_gemma":[0.9990845,0.000039320108,0.0005860774,0.0000019772776,9.692354e-7,0.000006408653,0.0002019278,0.0000048122806,0.000074042844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99993384,0.000013269581,0.0000075484672,0.000022720238,0.000010684752,0.000011963057],"domain_scores_gemma":[0.99975926,0.00006699543,0.00009335474,0.000020122852,0.000026596283,0.000033680673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013560287,0.00023647309,0.00016196532,0.000715395,0.00026548127,0.00054958655,0.00018040244,0.00022831264,0.0007336742],"category_scores_gemma":[0.0004744437,0.00017607433,0.0003827689,0.0003329126,0.0002283146,0.0003056629,0.00020761152,0.000093279436,0.00016895037],"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":[0.00014766285,0.00009493935,0.93615294,0.00014372484,0.00015759785,0.00030773817,0.00029330663,0.030534146,0.019624345,0.00064029486,0.00025487613,0.011648437],"study_design_scores_gemma":[0.0000048222887,0.00006186242,0.9585079,0.0000118929875,0.000033082393,0.00017301975,0.00017890793,0.0395027,0.0006968409,0.0004587607,0.00035802592,0.000012205016],"about_ca_topic_score_codex":0.004259527,"about_ca_topic_score_gemma":0.009361672,"teacher_disagreement_score":0.004259527,"about_ca_system_score_codex":0.00028524175,"about_ca_system_score_gemma":0.0001620356,"threshold_uncertainty_score":0.008469462},"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":"W2080912114","doi":"10.1016/j.ecolmodel.2012.11.005","title":"Maximizing the use of energy in cities using an open systems network approach","year":2012,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Sustainability and Ecological Systems Analysis","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":"University of Toronto","funders":"","keywords":"Energy (signal processing); Computer science; Environmental science; Ecology; Environmental resource management; Mathematics; Biology; Statistics","score_opus":0.19604656401653944,"score_gpt":0.2621816171214794,"score_spread":0.06613505310493997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080912114","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":[0.27979776,0.00057418935,0.6937493,0.0016116297,0.000061409046,0.00011934542,0.0004426594,0.00014166701,0.023502016],"genre_scores_gemma":[0.9626332,0.00035388628,0.034095358,0.00002813521,0.000019619507,0.00007273046,0.00007466854,0.0000294069,0.0026930429],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922276,0.00045638692,0.000023061353,0.00011241002,0.00011444819,0.000070829614],"domain_scores_gemma":[0.99875784,0.00088113535,0.0001318765,0.00006309378,0.00008886455,0.000077227334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012174968,0.0005803456,0.0004867414,0.0010745125,0.0006147074,0.0020873405,0.0010914515,0.000996647,0.0026620922],"category_scores_gemma":[0.0036225184,0.00043922724,0.0006150605,0.0018041193,0.00080910337,0.0040342077,0.0015147728,0.0005869038,0.00011296023],"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":[0.000024652785,0.000029920473,0.0006942006,0.00002741,0.000029537787,0.000023360852,0.00003633393,0.9607106,0.000299825,0.029573621,0.00022062553,0.008329954],"study_design_scores_gemma":[0.0000065995746,0.000015672442,0.0003683356,0.00000858869,0.00001920074,0.00001281757,0.000057356774,0.9428593,0.00024773413,0.05554067,0.000854867,0.000008851561],"about_ca_topic_score_codex":0.008070407,"about_ca_topic_score_gemma":0.020585453,"teacher_disagreement_score":0.008070407,"about_ca_system_score_codex":0.0024445516,"about_ca_system_score_gemma":0.0010928442,"threshold_uncertainty_score":0.017736554},"labels":[],"label_agreement":null},{"id":"W2081002958","doi":"10.2495/dne-v6-n4-318-341","title":"Integrating ecosystem theories – gradients and orientors as outcomes of self-organized processes","year":2011,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ecosystem; Environmental resource management; Environmental science; Ecology; Geography; Biology","score_opus":0.006803173764944507,"score_gpt":0.22708062622107647,"score_spread":0.22027745245613195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081002958","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":[0.12522607,0.010302525,0.6040896,0.0057174466,0.0003020217,0.00012825082,0.00024150171,0.00019692608,0.25379565],"genre_scores_gemma":[0.9388517,0.0035847682,0.05098208,0.0004909257,0.00020228045,0.00014259828,0.00009848674,0.00005763634,0.005589611],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993937,0.0002411111,0.00003587271,0.000096267504,0.00016030628,0.00007269432],"domain_scores_gemma":[0.9990839,0.00041872318,0.00014550645,0.00014939536,0.00011810664,0.00008433001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014256361,0.00045686343,0.0003422316,0.0013048074,0.00062997796,0.0026698972,0.0005694749,0.00070366927,0.001713912],"category_scores_gemma":[0.0021774182,0.00015541079,0.00039572135,0.00096396974,0.0045071407,0.008043248,0.0020082663,0.000998312,0.00020002606],"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":[0.0000025883032,0.0000038290746,0.0002743381,0.000021590879,0.000003983685,0.000017187402,0.00021931941,0.0006598119,0.00009737885,0.9946232,0.00016538796,0.0039114077],"study_design_scores_gemma":[0.000002619879,0.000010673443,0.000479398,0.000022541359,0.000005470231,0.00003239208,0.00019657388,0.0025292672,0.00013298253,0.99057126,0.006010914,0.0000060509356],"about_ca_topic_score_codex":0.0005728468,"about_ca_topic_score_gemma":0.00048662125,"teacher_disagreement_score":0.0026698972,"about_ca_system_score_codex":0.0009817254,"about_ca_system_score_gemma":0.00042803443,"threshold_uncertainty_score":0.0075395703},"labels":[],"label_agreement":null},{"id":"W2083404880","doi":"10.1007/s10098-013-0615-5","title":"Emergy-based life cycle assessment (Em-LCA) for sustainability appraisal of infrastructure systems: a case study on paved roads","year":2013,"lang":"en","type":"article","venue":"Clean Technologies and Environmental Policy","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":106,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Emergy; Sustainability; Life-cycle assessment; Triple bottom line; Environmental economics; Asset management; Business; Prosperity; Environmental Sustainability Index; Sustainable development; Equity (law); Asset (computer security); Environmental resource management; Computer science; Economics; Finance; Production (economics)","score_opus":0.007887246805201921,"score_gpt":0.2684210359566667,"score_spread":0.2605337891514648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083404880","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":[0.91341454,0.00026829029,0.06674455,0.0003333392,0.000012917417,0.00026758044,0.00055179,0.00008909287,0.018317798],"genre_scores_gemma":[0.96925956,0.00016008588,0.028889708,0.000012356653,0.0000035794926,0.000056314744,0.00013246159,0.0000202199,0.0014656793],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989747,0.0005152724,0.000052947573,0.00007590511,0.00029049654,0.00009067488],"domain_scores_gemma":[0.99852425,0.0009647309,0.000097285156,0.00008379565,0.00028212447,0.00004783967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019489827,0.0005270073,0.00038354142,0.0015945385,0.0006428549,0.001555091,0.00068328285,0.0007892927,0.0020736232],"category_scores_gemma":[0.003733187,0.00018224858,0.00066896266,0.0015879318,0.0005843736,0.0015725205,0.00090849446,0.00059169903,0.00014192509],"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":[0.00034100437,0.00052434986,0.04629546,0.00045196616,0.00013799078,0.0022882686,0.0009411567,0.7652256,0.007983877,0.024877496,0.0009656797,0.14996715],"study_design_scores_gemma":[0.00004788817,0.00058484066,0.027574461,0.000116113115,0.00008366474,0.0005438349,0.0021227216,0.9368757,0.010410349,0.016552512,0.0050170487,0.00007084334],"about_ca_topic_score_codex":0.010544865,"about_ca_topic_score_gemma":0.024914842,"teacher_disagreement_score":0.010544865,"about_ca_system_score_codex":0.002168287,"about_ca_system_score_gemma":0.00093484146,"threshold_uncertainty_score":0.020966947},"labels":[],"label_agreement":null},{"id":"W2089848530","doi":"10.3390/su7032454","title":"Sustainability Assessment of the Residential Land Use in Seven Boroughs of the Island of Montreal, Canada","year":2015,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Sustainability; Emergy; Land use; Greenhouse gas; Natural resource; Urban planning; Environmental planning; Urbanization; Environmental resource management; Downtown; Sustainable development; Business; Urban heat island; Resource (disambiguation); Natural resource economics; Geography; Environmental science; Economic growth; Economics; Civil engineering; Ecology; Engineering","score_opus":0.009145729252601863,"score_gpt":0.24348630294652668,"score_spread":0.2343405736939248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089848530","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":[0.9943303,0.00012554068,0.0003820393,0.00003476156,0.000002473041,0.000080922924,0.0019174598,0.000017174676,0.003109296],"genre_scores_gemma":[0.99575704,0.00008214638,0.00092430366,0.0000090391395,0.0000010478293,0.00003196019,0.0011561649,0.0000053853155,0.0020327652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99971956,0.000028418783,0.000009538747,0.000048986138,0.00008643949,0.00010707507],"domain_scores_gemma":[0.9996319,0.00003623614,0.000028668155,0.000012548519,0.00020366674,0.000086962726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003088123,0.00043903006,0.0003081594,0.0015464533,0.001422974,0.0012124059,0.00057871995,0.00022005218,0.0022625602],"category_scores_gemma":[0.0006300918,0.00016813188,0.00055077934,0.002242131,0.00052750483,0.00019900582,0.0005868149,0.0001567021,0.0001406895],"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":[0.00054811814,0.00016594607,0.9054217,0.0001748224,0.0003141315,0.0005658642,0.0021140112,0.021734433,0.007465441,0.0013378469,0.0025089881,0.057648707],"study_design_scores_gemma":[0.000010894064,0.000051262105,0.98531216,0.000018233948,0.000034986635,0.000026499289,0.0024122382,0.009436163,0.0007382462,0.000069239526,0.0018700531,0.000020001644],"about_ca_topic_score_codex":0.987317,"about_ca_topic_score_gemma":0.99446094,"teacher_disagreement_score":0.019563882,"about_ca_system_score_codex":0.019563882,"about_ca_system_score_gemma":0.009690513,"threshold_uncertainty_score":0.14194655},"labels":[],"label_agreement":null},{"id":"W2090112495","doi":"10.1142/s0218488503002089","title":"Conditional and Weighted Measures of Ecological Diversity","year":2003,"lang":"en","type":"article","venue":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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":"York University; University of Toronto","funders":"","keywords":"Diversity index; Generalized entropy index; Mathematics; Relative species abundance; Entropy (arrow of time); Rényi entropy; Conditional entropy; Species diversity; Ecology; Transfer entropy; Information theory; Statistics; Abundance (ecology); Principle of maximum entropy; Biology; Species richness; Physics; Thermodynamics","score_opus":0.022174372841631138,"score_gpt":0.24562420915944902,"score_spread":0.2234498363178179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090112495","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":[0.16549043,0.0028793374,0.80665123,0.00064055424,0.00025555646,0.00012943006,0.002929895,0.0002186453,0.020804968],"genre_scores_gemma":[0.877195,0.0015694761,0.11253721,0.00019577128,0.0003125473,0.0003193467,0.0022051719,0.0000755691,0.005589894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968425,0.0007764989,0.00028774308,0.0006411143,0.0012959527,0.00015618262],"domain_scores_gemma":[0.991663,0.004227882,0.0015001283,0.0010065289,0.0013055694,0.00029694173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030775736,0.00067121134,0.00054245273,0.0039912583,0.00039402023,0.0017507151,0.00090036343,0.0005442218,0.0035904895],"category_scores_gemma":[0.017206479,0.00017372692,0.0005453658,0.0036004744,0.0015092597,0.005347383,0.0018260133,0.0007958289,0.00035613411],"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":[0.00019575749,0.00009189978,0.017774759,0.0004990586,0.0004241443,0.00022788513,0.00061433186,0.045811597,0.005493656,0.7304649,0.0026311355,0.195771],"study_design_scores_gemma":[0.000011256979,0.00014448026,0.021516057,0.00014892388,0.000100031786,0.000539319,0.00027379752,0.08960319,0.0023684052,0.87268436,0.01249889,0.00011118105],"about_ca_topic_score_codex":0.00049702585,"about_ca_topic_score_gemma":0.000570429,"teacher_disagreement_score":0.0039912583,"about_ca_system_score_codex":0.000765584,"about_ca_system_score_gemma":0.00046362067,"threshold_uncertainty_score":0.016275942},"labels":[],"label_agreement":null},{"id":"W2094756153","doi":"10.5539/ijef.v1n2p134","title":"Assessing Economic Connectedness Degree of the Malaysian Economy: Input-Output Model Approach","year":2009,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social connectedness; Set (abstract data type); Estimation; Economics; Econometrics; Database transaction; Economy; Computer science","score_opus":0.027485736618316166,"score_gpt":0.23766079059804024,"score_spread":0.21017505397972408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094756153","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":[0.87402904,0.00035178245,0.09957742,0.0009146598,0.0000433941,0.00026260994,0.0022144364,0.00027803346,0.022328604],"genre_scores_gemma":[0.98917234,0.0001789747,0.007648765,0.000017035894,0.000007551001,0.000115863855,0.00032426717,0.000008834676,0.002526336],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996731,0.00016672525,0.000019304764,0.000057152156,0.00003422189,0.000049471306],"domain_scores_gemma":[0.99929607,0.000432259,0.00008992106,0.00004495991,0.00009038705,0.000046374258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011087444,0.00084385806,0.00068552734,0.001157073,0.00036666854,0.0017132416,0.0013844426,0.0011356858,0.0050531155],"category_scores_gemma":[0.0019637528,0.00037291646,0.0010262991,0.0012043776,0.0005927393,0.001399905,0.0009586388,0.0009171768,0.00039393688],"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":[0.00016265945,0.00014366327,0.016229719,0.00012686173,0.0001645649,0.00018643076,0.00014922913,0.95681417,0.0004306158,0.019899217,0.00045555976,0.005237331],"study_design_scores_gemma":[0.000021721069,0.00006322154,0.0032729474,0.000017565197,0.000064688014,0.000023374909,0.00010391192,0.9899266,0.00026523808,0.0058182785,0.00040873917,0.000013686131],"about_ca_topic_score_codex":0.015897235,"about_ca_topic_score_gemma":0.0132049965,"teacher_disagreement_score":0.015897235,"about_ca_system_score_codex":0.0021107302,"about_ca_system_score_gemma":0.0012723295,"threshold_uncertainty_score":0.031609416},"labels":[],"label_agreement":null},{"id":"W2096025895","doi":"10.1109/istas.1991.700396","title":"The Idea Of A Local Round Table","year":2005,"lang":"en","type":"article","venue":"","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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":"Christie (Canada)","funders":"","keywords":"Computer science; Table (database); Database","score_opus":0.005273558061429314,"score_gpt":0.20285335562121481,"score_spread":0.1975797975597855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096025895","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":[0.017857736,0.0007310524,0.25993806,0.039354723,0.0025117386,0.00037885146,0.0006712501,0.0022400606,0.67631656],"genre_scores_gemma":[0.49132505,0.0006302462,0.14714895,0.008512354,0.000662964,0.0007456763,0.00049166597,0.0015878559,0.34889522],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973636,0.0013639124,0.00005908608,0.0005294495,0.00038494015,0.00029896814],"domain_scores_gemma":[0.9957461,0.00087884197,0.00017693895,0.0014293202,0.0006934314,0.0010752978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00350931,0.00037839418,0.0004775185,0.0010163645,0.005479519,0.00991242,0.0031427823,0.0024204187,0.07671119],"category_scores_gemma":[0.008598048,0.0006129158,0.0006075181,0.0013775404,0.0069116433,0.010680976,0.0061648246,0.003974804,0.013865193],"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":[0.00006454954,0.000023396897,0.00032800884,0.00004529512,0.0000071476647,0.000053815194,0.0014581244,0.0010310656,0.00018266733,0.9417,0.03384063,0.021265356],"study_design_scores_gemma":[0.000055706736,0.00009839554,0.00041620125,0.00013713562,0.000020842128,0.00010468688,0.0035983801,0.0046857013,0.00042274155,0.43462494,0.5557706,0.000064692096],"about_ca_topic_score_codex":0.008130637,"about_ca_topic_score_gemma":0.014910993,"teacher_disagreement_score":0.07671119,"about_ca_system_score_codex":0.0033723998,"about_ca_system_score_gemma":0.004880936,"threshold_uncertainty_score":0.25662452},"labels":[],"label_agreement":null},{"id":"W2105418987","doi":"10.5539/jsd.v5n1p2","title":"Sustainable Materials Selection for Canadian Construction Industry: An Emergy-Based Life-Cycle Analysis (Em-LCA) of Conventional and LEED Suggested Construction Materials","year":2011,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Emergy; Renewable energy; Life-cycle assessment; Product (mathematics); Sustainable development; Environmental economics; Scale (ratio); Natural resource; Consumption (sociology); Production (economics); Environmental science; Engineering; Ecology; Geography; Mathematics; Economics; Cartography","score_opus":0.012107582253590755,"score_gpt":0.2133441948466112,"score_spread":0.20123661259302045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105418987","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":[0.99107856,0.0002938953,0.002607247,0.000058494927,0.0000022098166,0.00012259303,0.0008368196,0.000013138804,0.0049869255],"genre_scores_gemma":[0.98483306,0.00041640026,0.010365318,0.000014690986,8.2991755e-7,0.00005344944,0.0010890233,0.000011108539,0.0032160857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99960846,0.000019955934,0.000014059325,0.00002882344,0.00026797195,0.000060712275],"domain_scores_gemma":[0.9997911,0.000020277244,0.00002031704,0.0000056739327,0.00015034969,0.000012385268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003924512,0.00048230463,0.0002698993,0.0038527127,0.0013898291,0.0009087166,0.00043095375,0.00021201692,0.001215697],"category_scores_gemma":[0.00051546167,0.0001916808,0.00086451427,0.0029151277,0.00034796342,0.00046231505,0.00048525733,0.0001795403,0.00010313467],"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":[0.00095590414,0.0003744676,0.49599987,0.0008652048,0.00025685335,0.0015850732,0.0009205504,0.1769029,0.09352564,0.00840115,0.0018643716,0.21834798],"study_design_scores_gemma":[0.00005100059,0.00066327525,0.6811909,0.0000904851,0.00025872464,0.0004125542,0.0030944278,0.18363191,0.107720755,0.0023184596,0.020402271,0.00016516706],"about_ca_topic_score_codex":0.7151692,"about_ca_topic_score_gemma":0.9171246,"teacher_disagreement_score":0.2848308,"about_ca_system_score_codex":0.012323929,"about_ca_system_score_gemma":0.007612516,"threshold_uncertainty_score":0.5730164},"labels":[],"label_agreement":null},{"id":"W2107442674","doi":"10.1109/icsmc.1997.625772","title":"An ecosystem approach to design and management for sustainable development","year":2002,"lang":"en","type":"article","venue":"","topic":"Sustainability and Ecological Systems Analysis","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":"University of Waterloo","funders":"","keywords":"Adaptability; Predictability; Sustainability; Sustainable development; Contradiction; Computer science; Set (abstract data type); Phase (matter); Ecosystem; Environmental resource management; Risk analysis (engineering); Management science; Environmental economics; Economics; Ecology; Business; Management","score_opus":0.023034545559008968,"score_gpt":0.2086408518139655,"score_spread":0.18560630625495653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107442674","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":[0.0021277415,0.023295185,0.50518304,0.047698975,0.0015745814,0.00017703572,0.00014319543,0.00023988866,0.41956037],"genre_scores_gemma":[0.29822633,0.054071367,0.48169956,0.013498057,0.0024439315,0.0020049203,0.0003465654,0.00035505745,0.1473542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99724007,0.001421489,0.00013739106,0.00029596622,0.0007346993,0.00017042005],"domain_scores_gemma":[0.9989298,0.00045629183,0.00009715672,0.00017559135,0.00021167679,0.00012941356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032861538,0.001286972,0.0008456281,0.0019040465,0.002353861,0.0061675827,0.0018446575,0.003924512,0.009250044],"category_scores_gemma":[0.002578161,0.00052078726,0.0010152177,0.0018481129,0.009856713,0.0062191556,0.004119214,0.004427584,0.0018362873],"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":[0.0000017721602,0.000009229553,0.00004472155,0.000059550053,0.000007783353,0.00003019197,0.00013303345,0.002126052,0.00006000864,0.9882683,0.003083247,0.006176211],"study_design_scores_gemma":[0.0000039992347,0.000012980131,0.00004535214,0.00012496216,0.000006374611,0.000048686565,0.00013214858,0.0019223838,0.00007399472,0.8344799,0.16314204,0.0000072831863],"about_ca_topic_score_codex":0.0028894753,"about_ca_topic_score_gemma":0.0038493085,"teacher_disagreement_score":0.009250044,"about_ca_system_score_codex":0.0048979535,"about_ca_system_score_gemma":0.0049027926,"threshold_uncertainty_score":0.035537302},"labels":[],"label_agreement":null},{"id":"W2111888236","doi":"10.1641/0006-3568(2000)050[0694:aittpo]2.0.co;2","title":"An Introduction to the Practice of Ecological Modeling","year":2000,"lang":"en","type":"article","venue":"BioScience","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":120,"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":"Process (computing); Field (mathematics); Ecology; Table (database); Computer science; Sociology; Operations research; Engineering; Mathematics; Biology","score_opus":0.009887398507343994,"score_gpt":0.2517550377134683,"score_spread":0.2418676392061243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111888236","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":[0.0008114424,0.10527431,0.67330927,0.031053925,0.0063325483,0.00020872004,0.0013724684,0.0028387415,0.17879862],"genre_scores_gemma":[0.0490677,0.19500369,0.63482594,0.010480902,0.013343658,0.0013644556,0.001825153,0.0028918658,0.091196604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948538,0.0021864688,0.00047422355,0.0006474081,0.0016435661,0.0001944575],"domain_scores_gemma":[0.9905653,0.0072056726,0.0003340668,0.0009426769,0.0006830983,0.000269244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005158872,0.0020559838,0.0017895825,0.0033360794,0.0016943581,0.006497657,0.004157914,0.0052343556,0.033515748],"category_scores_gemma":[0.0141295465,0.00156217,0.0028997282,0.005999673,0.00401665,0.0082978625,0.004480319,0.009925654,0.016605062],"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":[0.000017249578,0.00008332705,0.0006350185,0.0010203116,0.000069898175,0.00023483655,0.0007850938,0.012772163,0.00027015863,0.6329342,0.1723995,0.17877828],"study_design_scores_gemma":[0.0000059637714,0.00001258237,0.00016848884,0.00073128217,0.000009833779,0.00021866446,0.000105175706,0.010544688,0.00006940661,0.3703628,0.61774045,0.00003067699],"about_ca_topic_score_codex":0.0037844328,"about_ca_topic_score_gemma":0.003174265,"teacher_disagreement_score":0.033515748,"about_ca_system_score_codex":0.0026049935,"about_ca_system_score_gemma":0.0035619384,"threshold_uncertainty_score":0.11212134},"labels":[],"label_agreement":null},{"id":"W2114308230","doi":"10.1098/rstb.2008.0222","title":"Parallel ecological networks in ecosystems","year":2009,"lang":"en","type":"review","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":185,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; McGill University","funders":"","keywords":"Ecosystem; Environmental science; Ecology; Geography; Environmental resource management; Biology","score_opus":0.059923584499545116,"score_gpt":0.2929250361894134,"score_spread":0.2330014516898683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114308230","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":[0.0063984515,0.75021064,0.1340789,0.0073097176,0.0020742638,0.00016237031,0.00031156096,0.00040917136,0.0990448],"genre_scores_gemma":[0.14634317,0.77721924,0.052298006,0.0020118284,0.002641396,0.0004026,0.00039101872,0.000072304734,0.018620498],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993849,0.00017782755,0.00004452248,0.0001608209,0.000200969,0.000030874635],"domain_scores_gemma":[0.9992999,0.00037477992,0.00008216393,0.000091381546,0.00011162472,0.000040171337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010180213,0.0009966105,0.0007850754,0.0021280563,0.0007196541,0.0025199135,0.0011566421,0.0014025965,0.003780255],"category_scores_gemma":[0.0020556424,0.00039352622,0.0004351987,0.0029452578,0.004045646,0.0050542187,0.0017446588,0.0014579514,0.001018225],"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":[0.000011134163,0.000014034048,0.00032541153,0.0020862126,0.00006468634,0.00014861218,0.00032742968,0.007745214,0.0005102584,0.7533513,0.012006997,0.22340874],"study_design_scores_gemma":[0.000007601901,0.00001448525,0.0006128512,0.0007141554,0.000022504473,0.0004217974,0.00012243215,0.003687892,0.0002016685,0.6138419,0.380329,0.000023781771],"about_ca_topic_score_codex":0.0015630443,"about_ca_topic_score_gemma":0.0014295112,"teacher_disagreement_score":0.003780255,"about_ca_system_score_codex":0.0021260697,"about_ca_system_score_gemma":0.0011100179,"threshold_uncertainty_score":0.015425801},"labels":[],"label_agreement":null},{"id":"W2119271266","doi":"10.1177/0270467602022004001","title":"Globalization and Sustainability: Conflict or Convergence?","year":2002,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":121,"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":"Environmental ethics; Destiny (ISS module); Humanity; Sustainability; Mythology; Globalization; Anthropocene; Value (mathematics); Convergence (economics); Sociology; Intrinsic value (animal ethics); Political science; Ecology; Law; Economics; Economic growth; History; Biology; Philosophy","score_opus":0.010740554424078593,"score_gpt":0.23156787516885502,"score_spread":0.22082732074477643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119271266","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":[0.09864139,0.10047262,0.0073290155,0.5471259,0.001939231,0.000035235327,0.00010906307,0.00009252143,0.24425504],"genre_scores_gemma":[0.934276,0.03358348,0.0018423088,0.020381011,0.0025842646,0.00006992226,0.000058242156,0.00005401638,0.007150803],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9955711,0.0027815844,0.00014279757,0.0004296152,0.00055496616,0.0005200687],"domain_scores_gemma":[0.9913099,0.0052359747,0.0009658416,0.0007261266,0.0008013876,0.0009608492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055808383,0.00037638392,0.0010281369,0.002722541,0.00288057,0.017320447,0.0011129179,0.003917236,0.011761171],"category_scores_gemma":[0.012068699,0.0002471346,0.00031833685,0.0048114876,0.023679376,0.019840883,0.012119878,0.003421263,0.0007384081],"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":[0.000043565164,0.000038975588,0.005828516,0.0002682996,0.000048127786,0.0003269791,0.018849598,0.00025743278,0.00009280971,0.89641434,0.011149859,0.06668143],"study_design_scores_gemma":[0.000010503397,0.000017537084,0.0039906343,0.00054006,0.00001803396,0.00023242646,0.033159915,0.0002460043,0.00005626818,0.86247504,0.0992339,0.000019645773],"about_ca_topic_score_codex":0.0007982266,"about_ca_topic_score_gemma":0.000949744,"teacher_disagreement_score":0.017320447,"about_ca_system_score_codex":0.00233069,"about_ca_system_score_gemma":0.002445446,"threshold_uncertainty_score":0.039344966},"labels":[],"label_agreement":null},{"id":"W2130676187","doi":"10.1016/j.ecolind.2014.07.039","title":"Developing a multi-layered indicator set for urban metabolism studies in megacities","year":2014,"lang":"en","type":"article","venue":"Ecological Indicators","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":125,"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":"Fondazione Centro Studi Enel; Helmholtz-Zentrum für Umweltforschung","keywords":"Megacity; Context (archaeology); Urban metabolism; Environmental planning; Population; Sustainability; Environmental resource management; Set (abstract data type); Geography; Environmental economics; Urban planning; Regional science; Computer science; Environmental science; Ecology; Environmental health; Urban density; Biology; Economics","score_opus":0.07843567388148348,"score_gpt":0.32711324735355574,"score_spread":0.24867757347207226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130676187","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":[0.14565712,0.00010989266,0.8477429,0.00024978735,0.000030788535,0.00026728184,0.0034262638,0.0008163831,0.0016994824],"genre_scores_gemma":[0.504412,0.000083363484,0.4894132,0.00004529322,0.000017333785,0.00052828697,0.0049077887,0.00007617017,0.00051651726],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99710697,0.0013962515,0.0003759082,0.0003269306,0.0005385396,0.00025547654],"domain_scores_gemma":[0.99046576,0.0041882936,0.0012543754,0.00081030786,0.0027401724,0.00054118363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006588252,0.000979325,0.0012013373,0.0067468174,0.0008589236,0.0038240422,0.0015830639,0.0009564957,0.0013160788],"category_scores_gemma":[0.020292804,0.0005966884,0.0015376953,0.0046141557,0.00043438136,0.0030987803,0.004226116,0.0016909111,0.00028244956],"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":[0.00040089042,0.00056428794,0.19424148,0.0004932231,0.0009844068,0.00020002166,0.00063545664,0.437547,0.008777649,0.028153574,0.0048671253,0.3231349],"study_design_scores_gemma":[0.000019121991,0.00008991084,0.022193704,0.00007386425,0.0001275514,0.0000500412,0.00031134838,0.95935327,0.0036956372,0.012087934,0.0019448979,0.000052781306],"about_ca_topic_score_codex":0.013493864,"about_ca_topic_score_gemma":0.016645735,"teacher_disagreement_score":0.013493864,"about_ca_system_score_codex":0.0018427339,"about_ca_system_score_gemma":0.0029529752,"threshold_uncertainty_score":0.03484243},"labels":[],"label_agreement":null},{"id":"W2136370315","doi":"10.1890/08-2207.1","title":"Complexity in quantitative food webs","year":2009,"lang":"en","type":"article","venue":"Ecology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Food web; Trophic level; Ecology; Stability (learning theory); Diversity (politics); Biology; Computer science; Machine learning; Sociology","score_opus":0.04532262252688707,"score_gpt":0.2805455871702166,"score_spread":0.23522296464332954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136370315","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":[0.5203759,0.0114343185,0.42645118,0.0028279827,0.00022622015,0.00014819602,0.0015459775,0.00039717415,0.036593106],"genre_scores_gemma":[0.96829236,0.001036479,0.029346008,0.00012597731,0.00013954128,0.000106072715,0.00025226586,0.000045442444,0.0006559092],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99779475,0.001023785,0.00013834958,0.0003536153,0.0005946027,0.0000949317],"domain_scores_gemma":[0.9852696,0.010872282,0.0018397489,0.0012584944,0.00048104548,0.00027871554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00246634,0.00065630436,0.0005266982,0.005245573,0.0006813523,0.0027598762,0.00042553802,0.0005212392,0.0018230538],"category_scores_gemma":[0.01857944,0.0003713642,0.00065908016,0.0030681344,0.004263835,0.004032252,0.0016441435,0.0009927494,0.00020164839],"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":[0.000085103915,0.00004535907,0.04849369,0.00078907126,0.00035064865,0.00028912615,0.002063445,0.04218382,0.004319867,0.8401624,0.0017670565,0.05945037],"study_design_scores_gemma":[0.000007986768,0.00003595,0.034117945,0.000087827684,0.000037226266,0.000340656,0.00033193984,0.04824354,0.00060048356,0.91106796,0.005077365,0.000051110754],"about_ca_topic_score_codex":0.00090650696,"about_ca_topic_score_gemma":0.00054088474,"teacher_disagreement_score":0.005245573,"about_ca_system_score_codex":0.0008714047,"about_ca_system_score_gemma":0.0003246775,"threshold_uncertainty_score":0.013043404},"labels":[],"label_agreement":null},{"id":"W2142000720","doi":"10.5539/jsd.v6n3p1","title":"Initiatives of Global Cities in Environmental Sustainability: A Case of London and New York City","year":2013,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Government (linguistics); Local government; Global city; Greenhouse gas; Urban sustainability; Global warming; Politics; Climate change; Sustainable development; Political science; Economic growth; Environmental planning; Regional science; Geography; Public administration; Economics; Ecology","score_opus":0.012206682373342265,"score_gpt":0.21934235309649608,"score_spread":0.2071356707231538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142000720","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":[0.8696504,0.0017904108,0.00032000014,0.010949621,0.00008708245,0.00007084745,0.00015079943,0.000014528768,0.11696638],"genre_scores_gemma":[0.9874479,0.0010042061,0.00020090521,0.00081600825,0.000015650177,0.000049549057,0.00008279029,0.000015981328,0.010366978],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99773186,0.0010270452,0.00005704438,0.00013527092,0.00023369578,0.0008150726],"domain_scores_gemma":[0.997528,0.0007124762,0.00035437616,0.00012364819,0.00030464152,0.0009768696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014502765,0.00037767735,0.000339148,0.0019090889,0.010504336,0.0081952475,0.0013368629,0.0023860773,0.006760136],"category_scores_gemma":[0.0022733936,0.0003192879,0.0005136453,0.0044358307,0.008341417,0.0052173752,0.00851664,0.0023097203,0.0003459522],"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":[0.00033555753,0.00044327296,0.094235756,0.00045624963,0.00012683436,0.022735788,0.47290707,0.0019852356,0.0009000944,0.3549403,0.027248068,0.02368585],"study_design_scores_gemma":[0.000061093706,0.00008410566,0.041560665,0.0003789188,0.00006460343,0.0010913808,0.76032585,0.000682264,0.00030894525,0.0045659887,0.19080839,0.00006791301],"about_ca_topic_score_codex":0.4610289,"about_ca_topic_score_gemma":0.709937,"teacher_disagreement_score":0.4610289,"about_ca_system_score_codex":0.02731088,"about_ca_system_score_gemma":0.00887112,"threshold_uncertainty_score":0.9166908},"labels":[],"label_agreement":null},{"id":"W2146450953","doi":"10.1016/j.agee.2004.01.040","title":"Carbon cycling in earth systems—a soil science perspective","year":2004,"lang":"en","type":"article","venue":"Agriculture Ecosystems & Environment","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":628,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Carbon cycle; Earth system science; Carbon fibers; Earth science; Ecosystem; Environmental science; Soil carbon; Global change; Atmospheric carbon cycle; Biomass (ecology); Terrestrial ecosystem; Ecology; Climate change; Soil science; Geology; Soil water; Biology; Computer science","score_opus":0.004207346030827966,"score_gpt":0.1831355026744652,"score_spread":0.17892815664363726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146450953","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":[0.09520853,0.5148574,0.069920704,0.17486921,0.0029703614,0.00004976984,0.0009828089,0.00021624497,0.14092499],"genre_scores_gemma":[0.7704828,0.19406888,0.011467153,0.0075236745,0.0056764875,0.000040515984,0.0001783625,0.0000538616,0.010508295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9997259,0.00011697388,0.000012563158,0.000037243262,0.00006829914,0.000039126342],"domain_scores_gemma":[0.9989598,0.0007191686,0.00007908618,0.000038179878,0.00012594237,0.000077796976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012229885,0.0006176605,0.0007604365,0.0026538873,0.0006401135,0.0040455656,0.0009694305,0.002088143,0.0029184713],"category_scores_gemma":[0.0016729524,0.0002718968,0.0004849281,0.0034941137,0.0044271504,0.0046682167,0.0005871959,0.0015679739,0.00020348789],"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":[0.00005091556,0.00016973037,0.005090862,0.0006882049,0.0001979767,0.0003471135,0.00024629085,0.03414629,0.0015338737,0.86607665,0.01217325,0.07927881],"study_design_scores_gemma":[0.00001060928,0.000039141203,0.003580762,0.00013237158,0.00004877026,0.0001216038,0.0004911378,0.010424191,0.0006384704,0.9388289,0.045666244,0.000017743325],"about_ca_topic_score_codex":0.017130854,"about_ca_topic_score_gemma":0.02522335,"teacher_disagreement_score":0.017130854,"about_ca_system_score_codex":0.0025601462,"about_ca_system_score_gemma":0.0021522618,"threshold_uncertainty_score":0.034062266},"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":"W2164353677","doi":"10.1002/9780470057339.vac061.pub2","title":"Cross‐Scale Morphology","year":2012,"lang":"en","type":"other","venue":"Encyclopedia of Environmetrics","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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":"Vancouver Island University","funders":"","keywords":"Scaling; Simple (philosophy); Scaling law; Scale (ratio); Statistical physics; Focus (optics); Physical system; Computer science; Morphology (biology); Mathematics; Physics; Geography; Biology; Epistemology; Geometry; Cartography","score_opus":0.00720819350090821,"score_gpt":0.22559786751377953,"score_spread":0.21838967401287132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164353677","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":[0.1797688,0.0047128564,0.29979023,0.0018950149,0.00029703902,0.000101717735,0.00090464967,0.0012334056,0.51129633],"genre_scores_gemma":[0.90548414,0.0020539144,0.0411681,0.00028985576,0.00016639633,0.00007088522,0.00073300814,0.0004904415,0.049543247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996513,0.000043533302,0.000019321727,0.00012897851,0.00012269702,0.00003416538],"domain_scores_gemma":[0.99893135,0.00020500862,0.00016499664,0.0002971702,0.0002886225,0.00011275759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042797398,0.00033485112,0.0002772657,0.00214549,0.0007449179,0.0032595946,0.0005343622,0.0005936971,0.01870496],"category_scores_gemma":[0.00202452,0.0002424297,0.00040087523,0.0015974881,0.0019633006,0.0025921972,0.0022594493,0.0007357386,0.0037547303],"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":[0.000034717967,0.000024271743,0.010092113,0.00016353308,0.00006891592,0.0008293087,0.0010603167,0.008636693,0.018313248,0.81678766,0.01175137,0.13223787],"study_design_scores_gemma":[0.000015530915,0.000063649066,0.05523784,0.00013289206,0.000052121497,0.004263464,0.0009116643,0.05045475,0.0062714918,0.6569069,0.22561629,0.00007335184],"about_ca_topic_score_codex":0.0010248389,"about_ca_topic_score_gemma":0.0010286097,"teacher_disagreement_score":0.01870496,"about_ca_system_score_codex":0.00058693264,"about_ca_system_score_gemma":0.00026723096,"threshold_uncertainty_score":0.06257427},"labels":[],"label_agreement":null},{"id":"W2183670473","doi":"10.5751/es-04052-160219","title":"Local Actions, Global Effects? Understanding the Circumstances in which Locally Beneficial Environmental Actions Cumulate to Have Global Effects","year":2011,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental resource management; Environmental planning; Business; Natural resource economics; Geography; Environmental science; Economics","score_opus":0.02012099259735714,"score_gpt":0.24727874681248782,"score_spread":0.22715775421513068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183670473","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":[0.4297583,0.033822987,0.12175001,0.09206892,0.0007713173,0.00023051603,0.0015678611,0.0005257176,0.3195044],"genre_scores_gemma":[0.9819401,0.0052642254,0.009230967,0.0014825147,0.00016738346,0.0000617791,0.00015260262,0.00007112568,0.0016292738],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99723285,0.0011452792,0.00015278546,0.0005406821,0.0004937754,0.00043460113],"domain_scores_gemma":[0.9905329,0.0048870943,0.002045092,0.0010391267,0.00056743535,0.00092850486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064931,0.0005096707,0.0012299698,0.001759415,0.0015785679,0.006847195,0.00075937057,0.0018615571,0.009389561],"category_scores_gemma":[0.013376302,0.0005732371,0.00074392866,0.0020549833,0.0128749125,0.016571397,0.0065736067,0.002687727,0.0008302286],"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":[0.0002595038,0.00020398683,0.05350608,0.00092769135,0.00055737916,0.0009860412,0.013411213,0.0087513495,0.004978023,0.7530166,0.010516497,0.15288563],"study_design_scores_gemma":[0.0000230232,0.00008104746,0.032717396,0.0002720855,0.0001798065,0.00025945282,0.011241257,0.0018564401,0.00070416636,0.9299409,0.022659149,0.00006536937],"about_ca_topic_score_codex":0.0037690252,"about_ca_topic_score_gemma":0.008823582,"teacher_disagreement_score":0.009389561,"about_ca_system_score_codex":0.00267807,"about_ca_system_score_gemma":0.0018933195,"threshold_uncertainty_score":0.03433925},"labels":[],"label_agreement":null},{"id":"W2244264811","doi":"","title":"Étude d'un système de trigénération décentralisé en climats canadiens","year":2011,"lang":"fr","type":"article","venue":"Mathematical Systems Theory","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.01754559299060066,"score_gpt":0.21550065197895277,"score_spread":0.1979550589883521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2244264811","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":[0.78683007,0.0022224989,0.18105492,0.0030586026,0.00035962428,0.0002255984,0.0008196621,0.0006962047,0.024732815],"genre_scores_gemma":[0.94823194,0.0010955465,0.030769475,0.00014434959,0.0002774287,0.00034347118,0.0005821645,0.0001229943,0.018432658],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99474466,0.0023733315,0.00016605634,0.0011546762,0.0009810737,0.0005802445],"domain_scores_gemma":[0.98673636,0.009792096,0.00062452146,0.0007473057,0.0011674531,0.0009322993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005694948,0.0025464406,0.0039279265,0.002821192,0.005769167,0.012472067,0.002962647,0.0062926896,0.007846692],"category_scores_gemma":[0.019049572,0.0014536233,0.003981873,0.0037811315,0.009249629,0.005402978,0.003673348,0.008784268,0.00094954093],"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":[0.0010316889,0.00055672135,0.010209683,0.0005253688,0.00059618725,0.0030951286,0.004244481,0.6232847,0.0055430955,0.32635906,0.0017650856,0.02278882],"study_design_scores_gemma":[0.0015862589,0.00038472348,0.013697496,0.00012106495,0.00020128167,0.0012135511,0.0021478676,0.9109611,0.0032249894,0.052039325,0.014170926,0.00025136513],"about_ca_topic_score_codex":0.25661767,"about_ca_topic_score_gemma":0.0973026,"teacher_disagreement_score":0.74338233,"about_ca_system_score_codex":0.016641956,"about_ca_system_score_gemma":0.0041019972,"threshold_uncertainty_score":0.51024795},"labels":[],"label_agreement":null},{"id":"W2266933621","doi":"10.1016/j.ecolind.2016.01.015","title":"Energy–Landscape Integrated Analysis: A proposal for measuring complexity in internal agroecosystem processes (Barcelona Metropolitan Region, 1860–2000)","year":2016,"lang":"en","type":"article","venue":"Ecological Indicators","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":56,"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":"Social Sciences and Humanities Research Council of Canada","keywords":"Agroecosystem; Dilemma; Environmental resource management; Sustainability; Metropolitan area; Land use; Biodiversity; Disturbance (geology); Energy flow; Agriculture; Energy (signal processing); Ecology; Geography; Environmental science; Computer science; Mathematics","score_opus":0.026972008636302214,"score_gpt":0.24310478254562903,"score_spread":0.2161327739093268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266933621","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":[0.47933173,0.005051316,0.4030602,0.003060661,0.0006209695,0.0006343518,0.010361419,0.0012708785,0.096608475],"genre_scores_gemma":[0.76922363,0.000815066,0.21820304,0.00009162028,0.00010742975,0.00058607454,0.0043797386,0.00015465295,0.006438719],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989503,0.000296678,0.000089395646,0.00027793745,0.00024825425,0.00013734936],"domain_scores_gemma":[0.998904,0.00018503368,0.000184747,0.00015067226,0.0004916566,0.00008392831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019543616,0.0007875602,0.00056608714,0.009873606,0.0007136977,0.0032239077,0.0013172319,0.0005217696,0.001885732],"category_scores_gemma":[0.003544298,0.0003198482,0.0014051722,0.0102835735,0.0015346132,0.0020424274,0.0025375157,0.0009929152,0.00032248508],"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":[0.00025181324,0.0001332648,0.40596133,0.0003482823,0.0007953788,0.0002146937,0.006318145,0.02593369,0.0026411947,0.13143492,0.013807937,0.41215932],"study_design_scores_gemma":[0.000041228508,0.00017238069,0.82730556,0.00018763499,0.0002550096,0.00016892859,0.004085375,0.038551483,0.0016177198,0.04799912,0.079516016,0.00009961133],"about_ca_topic_score_codex":0.08354736,"about_ca_topic_score_gemma":0.12036408,"teacher_disagreement_score":0.08354736,"about_ca_system_score_codex":0.0062218755,"about_ca_system_score_gemma":0.0031291991,"threshold_uncertainty_score":0.16612208},"labels":[],"label_agreement":null},{"id":"W2269325334","doi":"10.1017/cbo9781139022422.020","title":"Structural equation modeling and the analysis of long-term monitoring data","year":2012,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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":"Simon Fraser University","funders":"","keywords":"Term (time); Structural equation modeling; Computer science; Econometrics; Mathematics; Physics; Machine learning","score_opus":0.0634309666716556,"score_gpt":0.23023950887729075,"score_spread":0.16680854220563515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2269325334","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":[0.04833344,0.027296383,0.87721777,0.020025272,0.0007321774,0.0003696219,0.0036304584,0.0008893029,0.021505509],"genre_scores_gemma":[0.43283457,0.03192633,0.51395404,0.001924956,0.00077677297,0.0024262513,0.0062509165,0.00029065312,0.0096155275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9828718,0.013719874,0.0005316983,0.00092980877,0.0017094463,0.00023736287],"domain_scores_gemma":[0.9093078,0.08363265,0.0032599494,0.0018366819,0.0017013646,0.00026153304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017970948,0.0012353931,0.0014263177,0.0031124935,0.0007112337,0.0025333432,0.0017732389,0.0015410181,0.0047571184],"category_scores_gemma":[0.047302436,0.0007367683,0.001530737,0.009222711,0.0021264793,0.0034633938,0.0016335454,0.0035889037,0.000833014],"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":[0.00010284926,0.00021068058,0.033643395,0.0015501286,0.0015998032,0.00034893779,0.0035709394,0.054205734,0.00043270673,0.6024591,0.019493878,0.2823818],"study_design_scores_gemma":[0.000046366982,0.00017919239,0.018656123,0.0010311928,0.00024920952,0.00016358233,0.0012801235,0.14651164,0.00043600908,0.7940984,0.03723709,0.00011105701],"about_ca_topic_score_codex":0.00971375,"about_ca_topic_score_gemma":0.011857523,"teacher_disagreement_score":0.017970948,"about_ca_system_score_codex":0.0029278244,"about_ca_system_score_gemma":0.002883338,"threshold_uncertainty_score":0.09504062},"labels":[],"label_agreement":null},{"id":"W2294237627","doi":"10.5539/jas.v8n4p140","title":"Cost-, Cumulative Energy- and Emergy Aspects of Conventional and Organic Winter Wheat (Triticum aestivum L.) Cultivation","year":2016,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Emergy; Production (economics); Investment (military); Agricultural engineering; Environmental science; Organic farming; Agricultural science; Production cost; Quality (philosophy); Efficient energy use; Yield (engineering); Winter wheat; Agronomy; Economics; Agriculture; Ecology; Biology; Engineering; Microeconomics; Sustainability","score_opus":0.011725809001738162,"score_gpt":0.23110097969643453,"score_spread":0.21937517069469636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294237627","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":[0.99795425,0.00007701463,0.0004596735,0.000014569102,0.0000013465012,0.0000038937233,0.00019804202,0.0000017307202,0.001289429],"genre_scores_gemma":[0.99890995,0.00009240802,0.00039150618,0.0000018889566,0.0000016079705,0.0000045199813,0.00021890871,0.000003070395,0.00037601066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99981993,0.000033257806,0.000014332489,0.000024012063,0.0000659473,0.000042550935],"domain_scores_gemma":[0.9995172,0.00024410141,0.000088899214,0.000028098297,0.00009525023,0.000026460908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040387502,0.00024701422,0.00024662944,0.0010235411,0.00016582916,0.00069524604,0.000210835,0.0001651207,0.0009143257],"category_scores_gemma":[0.0007613113,0.00009387534,0.0004425394,0.0016353475,0.00023773861,0.00073441956,0.00027769877,0.00012616489,0.00007371685],"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":[0.002511396,0.0003886793,0.42946598,0.00075734605,0.00046301464,0.0026775391,0.0003579077,0.35041553,0.10437736,0.007379598,0.00047505595,0.10073062],"study_design_scores_gemma":[0.000028192746,0.0011005527,0.8665729,0.000032850607,0.00018162974,0.00041392172,0.0010177178,0.09878623,0.028058201,0.0020383163,0.0017225558,0.000046893118],"about_ca_topic_score_codex":0.0037617665,"about_ca_topic_score_gemma":0.0063524423,"teacher_disagreement_score":0.0037617665,"about_ca_system_score_codex":0.00090423867,"about_ca_system_score_gemma":0.00023619705,"threshold_uncertainty_score":0.0074797273},"labels":[],"label_agreement":null},{"id":"W2314231116","doi":"10.1016/j.csda.2016.06.007","title":"Functional archetype and archetypoid analysis","year":2016,"lang":"en","type":"article","venue":"Computational Statistics & Data Analysis","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":28,"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":"Archetype; Functional data analysis; Basis (linear algebra); Computer science; Multivariate statistics; Set (abstract data type); Multivariate analysis of variance; Multivariate analysis; Functional dependency; Function (biology); Discretization; Algorithm; Mathematics; Data mining; Machine learning","score_opus":0.03782140878164079,"score_gpt":0.26961890435436675,"score_spread":0.23179749557272597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314231116","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":[0.0061921594,0.0001629786,0.9898191,0.00022304936,0.000031243493,0.0000452262,0.00029050224,0.00009273719,0.0031429885],"genre_scores_gemma":[0.29242387,0.0014235948,0.69407916,0.00040704178,0.00023791712,0.00065020536,0.0020511968,0.00031577988,0.008411166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971982,0.0011670007,0.00014710137,0.00050305383,0.0007911076,0.00019359562],"domain_scores_gemma":[0.9938526,0.0032192098,0.00049210526,0.0011641601,0.0010939824,0.00017788832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003722246,0.0011323673,0.0010590265,0.0043582297,0.0008387579,0.0020722207,0.001327227,0.0009823546,0.0064746602],"category_scores_gemma":[0.0130961025,0.00051205384,0.0027012585,0.0037822204,0.0023182596,0.0026417007,0.002855327,0.0028155888,0.0012529673],"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":[0.000053668016,0.000045371617,0.0040595676,0.00019933473,0.00013915023,0.0002097538,0.00023234508,0.18348464,0.0015676616,0.6980805,0.003945753,0.10798228],"study_design_scores_gemma":[0.0000062693202,0.0000411596,0.002593752,0.000059601243,0.000029643943,0.00018145388,0.00015060438,0.53860706,0.0007825363,0.44447798,0.013024617,0.000045377707],"about_ca_topic_score_codex":0.004207541,"about_ca_topic_score_gemma":0.0023965712,"teacher_disagreement_score":0.0064746602,"about_ca_system_score_codex":0.0013267936,"about_ca_system_score_gemma":0.0019317452,"threshold_uncertainty_score":0.02165997},"labels":[],"label_agreement":null},{"id":"W2316634904","doi":"10.2307/177325","title":"State-Dependent Models and Behavior","year":2000,"lang":"en","type":"article","venue":"Ecology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":74,"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":"Citation; Computer science; Library science","score_opus":0.010423557895634813,"score_gpt":0.2218428471085047,"score_spread":0.21141928921286987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316634904","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":[0.10919348,0.0014805915,0.8539826,0.0051559233,0.00023500413,0.000045610104,0.0006356938,0.00039066875,0.028880438],"genre_scores_gemma":[0.9522716,0.0014801598,0.029868076,0.00033290545,0.000116647796,0.00014898325,0.0004390827,0.0000969153,0.015245602],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991079,0.0005412046,0.000031543434,0.00013453956,0.00011621196,0.000068568195],"domain_scores_gemma":[0.9929763,0.005644582,0.00034792096,0.00053058565,0.00034205653,0.00015852119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016339031,0.0006938283,0.000852163,0.00066738826,0.00046922246,0.0022317562,0.0011262842,0.0017344888,0.005300351],"category_scores_gemma":[0.009516496,0.0005386003,0.0009259008,0.0009291277,0.0018278091,0.0034573677,0.0010857116,0.0018918577,0.0005758379],"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":[0.000030116113,0.000052064417,0.002082399,0.00004948049,0.000074552176,0.000051248146,0.00020399099,0.19485006,0.00019220685,0.79179865,0.0017232738,0.0088919345],"study_design_scores_gemma":[0.000009078794,0.000010720719,0.0003439823,0.00000937385,0.000016743474,0.000020840273,0.00004147822,0.5065388,0.00006685029,0.49150613,0.0014277665,0.00000819411],"about_ca_topic_score_codex":0.0043839263,"about_ca_topic_score_gemma":0.0030246712,"teacher_disagreement_score":0.005300351,"about_ca_system_score_codex":0.0012542731,"about_ca_system_score_gemma":0.00078974856,"threshold_uncertainty_score":0.017731428},"labels":[],"label_agreement":null},{"id":"W2320862185","doi":"10.5751/es-05551-180426","title":"Comparison of Frameworks for Analyzing Social-ecological Systems","year":2013,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":771,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Karl-Franzens-Universität Graz","keywords":"Ecology; Ecological systems theory; Geography; Biology","score_opus":0.01658937128614102,"score_gpt":0.28179341227385724,"score_spread":0.2652040409877162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320862185","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":[0.016209492,0.0107758,0.94724643,0.0033928745,0.00039791127,0.0010819619,0.0014997779,0.0015126591,0.017883042],"genre_scores_gemma":[0.09078294,0.004116403,0.89882576,0.0003823048,0.00013517596,0.0022654387,0.002094496,0.0005315248,0.00086597016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9492992,0.0315958,0.004760835,0.0022048585,0.0110950805,0.0010442265],"domain_scores_gemma":[0.9269299,0.050786138,0.0030079803,0.009634941,0.008221664,0.0014194337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05709917,0.0035035452,0.0026456774,0.017375411,0.0025685166,0.011113352,0.007939643,0.0034649086,0.004935856],"category_scores_gemma":[0.07734805,0.0017072764,0.00834359,0.013602628,0.0061316085,0.008728638,0.009837112,0.004881353,0.0011641629],"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":[0.00015083526,0.00017213283,0.0037545543,0.0013329877,0.0007715017,0.000086018445,0.0019474612,0.02837187,0.00032187795,0.86128956,0.00634201,0.09545917],"study_design_scores_gemma":[0.000104829676,0.0001369894,0.0031483187,0.0015972425,0.00037425326,0.00019115489,0.0018799498,0.14639868,0.0005599419,0.8091053,0.036367554,0.00013578679],"about_ca_topic_score_codex":0.009674208,"about_ca_topic_score_gemma":0.015078136,"teacher_disagreement_score":0.05709917,"about_ca_system_score_codex":0.008370786,"about_ca_system_score_gemma":0.007107824,"threshold_uncertainty_score":0.30197293},"labels":[],"label_agreement":null},{"id":"W2321931153","doi":"10.1061/9780784412121.437","title":"A Quantitative Sustainability Indicator System for Pile Foundations","year":2012,"lang":"en","type":"article","venue":"GeoCongress 2012","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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 Waterloo","funders":"","keywords":"Sustainability; Pile; Foundation (evidence); Resource (disambiguation); Civil engineering; Position (finance); Engineering; Resource consumption; Sustainable development; Computer science; Construction engineering; Environmental resource management; Business; Environmental science; Geotechnical engineering","score_opus":0.021223469662138568,"score_gpt":0.2932063401923819,"score_spread":0.27198287053024334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321931153","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":[0.03721407,0.00042955813,0.93081343,0.00030121385,0.000100861194,0.00044188884,0.0025280386,0.0014439482,0.026727],"genre_scores_gemma":[0.5745206,0.0003599537,0.41703433,0.000082466184,0.000051380866,0.0009776087,0.002636424,0.000117279764,0.0042200712],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9966138,0.0014074175,0.0003309605,0.0003248865,0.0011779679,0.00014492914],"domain_scores_gemma":[0.99723166,0.0009197341,0.00069261267,0.00025151027,0.0008098513,0.00009469489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031177222,0.0010199536,0.0005878088,0.0061187115,0.00075622386,0.0029401528,0.000776229,0.0008508717,0.003894111],"category_scores_gemma":[0.0075786537,0.00024256704,0.00061902334,0.004992151,0.0010318451,0.0025411933,0.0017697269,0.00096127746,0.0010151279],"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":[0.0003372483,0.0002878663,0.024333956,0.001018511,0.00016532048,0.00035102354,0.0010545605,0.20690438,0.023341227,0.3692215,0.0107798595,0.36220452],"study_design_scores_gemma":[0.000045847333,0.0008282367,0.021968506,0.00045646017,0.00011411048,0.0008681817,0.0019652087,0.66860604,0.01732259,0.17008436,0.11741612,0.00032432636],"about_ca_topic_score_codex":0.0016633722,"about_ca_topic_score_gemma":0.0020245374,"teacher_disagreement_score":0.0061187115,"about_ca_system_score_codex":0.001409263,"about_ca_system_score_gemma":0.0013328984,"threshold_uncertainty_score":0.016488314},"labels":[],"label_agreement":null},{"id":"W2417559263","doi":"10.19136/era.a3n8.676","title":"Trophic circulation in ecosystems","year":2016,"lang":"es","type":"article","venue":"Redalyc (Universidad Autónoma del Estado de México)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Trophic level; Ecosystem; Ecology; Environmental science; Energy flow; Ecological network; Ecosystem model; Ecosystem management; Environmental resource management; Biology; Energy (signal processing); Physics","score_opus":0.012015020004421664,"score_gpt":0.21644998791982087,"score_spread":0.2044349679153992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417559263","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":[0.7708976,0.008098963,0.10865645,0.004937222,0.00029635508,0.00004119275,0.00040927244,0.00022216939,0.10644066],"genre_scores_gemma":[0.9928109,0.0007911951,0.00392254,0.000052831012,0.000054004748,0.000013533428,0.00004516881,0.00001310812,0.0022966163],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998555,0.000048927617,0.000008201099,0.000027964548,0.000027970309,0.00003130137],"domain_scores_gemma":[0.99953544,0.00018973906,0.00010122592,0.000036709458,0.00008187743,0.00005501763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004687588,0.00017908175,0.00016028289,0.0011043587,0.0005555562,0.0012920832,0.0001902489,0.00034001467,0.0026733414],"category_scores_gemma":[0.0016089894,0.00011453917,0.00023089033,0.00078021357,0.0012138024,0.0015114961,0.00092426094,0.00044860525,0.00016311997],"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":[0.000035120313,0.000025845568,0.018994564,0.00018301026,0.00006429578,0.00030300283,0.0011200939,0.022895375,0.0030040154,0.9094709,0.0041380543,0.039765745],"study_design_scores_gemma":[0.000010968964,0.00003101399,0.021317283,0.00013035182,0.000046675905,0.00028452917,0.00033303048,0.04816493,0.00056776404,0.9144576,0.014634285,0.000021441561],"about_ca_topic_score_codex":0.0020943764,"about_ca_topic_score_gemma":0.001407613,"teacher_disagreement_score":0.0026733414,"about_ca_system_score_codex":0.0013071732,"about_ca_system_score_gemma":0.0004823968,"threshold_uncertainty_score":0.0094842315},"labels":[],"label_agreement":null},{"id":"W2489951011","doi":"10.25336/p6fg7h","title":"The Social Metabolism: A Socio-Ecological Theory of Historical Change","year":2016,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ecology; Sociology; Geography; Biology","score_opus":0.07254867236940381,"score_gpt":0.29190406061595764,"score_spread":0.21935538824655382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2489951011","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":[0.295564,0.011306464,0.14315672,0.056681357,0.00042542987,0.00017030377,0.0010498428,0.00017920297,0.49146664],"genre_scores_gemma":[0.9879318,0.0013893041,0.0056579183,0.00025866422,0.00006211631,0.00002295086,0.000051577914,0.00002147708,0.0046042306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99945277,0.0002282091,0.000013388745,0.00007383599,0.00011204061,0.00011979051],"domain_scores_gemma":[0.9987231,0.00045782138,0.0001619131,0.00012971753,0.0002782431,0.00024920388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001976376,0.00033326985,0.0003552997,0.0032185747,0.0032829891,0.0050794203,0.0012924155,0.0007376419,0.005167035],"category_scores_gemma":[0.003353068,0.00022106642,0.0004397547,0.003962846,0.01816776,0.004742386,0.0016598335,0.00084456673,0.00016638984],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009355695,0.000008617719,0.0034371007,0.00002709061,0.000010120396,0.00004904203,0.00358595,0.0026918617,0.00010136899,0.9791348,0.00094132696,0.010003354],"study_design_scores_gemma":[0.0000100440275,0.000017641134,0.016229952,0.0000920875,0.00002758513,0.00012982209,0.0067244894,0.010653191,0.00011371246,0.9221513,0.043825943,0.000024277137],"about_ca_topic_score_codex":0.5247407,"about_ca_topic_score_gemma":0.5852449,"teacher_disagreement_score":0.5247407,"about_ca_system_score_codex":0.020591129,"about_ca_system_score_gemma":0.012414971,"threshold_uncertainty_score":0.9561164},"labels":[],"label_agreement":null},{"id":"W2506309374","doi":"10.1007/978-3-319-33326-7_5","title":"‘Society Can’t Move So Much As a Chair!’—Systems, Structures and Actors in Social Ecology","year":2016,"lang":"en","type":"book-chapter","venue":"","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Agency (philosophy); Ecology; Social system; Focus (optics); Structure and agency; Ecological systems theory; Sociology; Coevolution; Perspective (graphical); Relation (database); Epistemology; Social science; Computer science; Biology; Artificial intelligence","score_opus":0.008980526439885068,"score_gpt":0.21619920747161034,"score_spread":0.20721868103172528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2506309374","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":[0.0053004897,0.06031337,0.022487147,0.09715634,0.003845628,0.00003724638,0.00008176278,0.00011302185,0.81066495],"genre_scores_gemma":[0.33458734,0.04504781,0.015268405,0.020268746,0.0040641283,0.00024223367,0.00020982577,0.0004114188,0.57990015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99893695,0.00059559627,0.000025225061,0.00012069396,0.0002386172,0.00008288121],"domain_scores_gemma":[0.9994935,0.000320988,0.000024472341,0.000049809438,0.000058674417,0.00005269371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012733005,0.00055886066,0.00030548053,0.00057022873,0.0023822302,0.008349597,0.0010283672,0.0027348956,0.009531598],"category_scores_gemma":[0.002112791,0.00038095022,0.00020129971,0.0012878168,0.01623443,0.011957999,0.0021669741,0.0042147115,0.0023361815],"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":[0.0000017951859,0.0000039760007,0.000036241123,0.000022621205,0.0000012784179,0.000009052318,0.0014542213,0.00006640174,0.00003313181,0.9577404,0.028381726,0.012249101],"study_design_scores_gemma":[0.0000023254395,0.0000027862247,0.00011653492,0.000082464954,0.0000010999421,0.000031800104,0.0010486967,0.00022058222,0.000039035163,0.6271977,0.3712527,0.000004330677],"about_ca_topic_score_codex":0.0058403453,"about_ca_topic_score_gemma":0.011128099,"teacher_disagreement_score":0.009531598,"about_ca_system_score_codex":0.0033937662,"about_ca_system_score_gemma":0.0034736674,"threshold_uncertainty_score":0.03188634},"labels":[],"label_agreement":null},{"id":"W2514225404","doi":"10.1086/652316","title":"General Biology<i>Critical Transitions in Nature and Society</i>. <i>Princeton Studies in Complexity. By</i> MartenScheffer. Princeton (New Jersey): Princeton University Press. $99.50 (hardcover); $45.00 (paper). xiii 384 p.; ill.; index. 9780691122038 (hc); 9780691122045 (pb). 2009.","year":2010,"lang":"en","type":"review","venue":"The Quarterly Review of Biology","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 British Columbia","funders":"","keywords":"Columbia university; Index (typography); Library science; Environmental ethics; History; Sociology; Media studies; Philosophy; Computer science","score_opus":0.029741539160445217,"score_gpt":0.31456066717614667,"score_spread":0.2848191280157015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514225404","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":[0.000050497118,0.9893923,0.00029751606,0.0023519068,0.0011565686,0.000005765882,0.0000662518,0.000032707372,0.0066464404],"genre_scores_gemma":[0.0025964873,0.97760004,0.00041414736,0.0013903669,0.0022596384,0.000034746343,0.00019439538,0.000023896144,0.015486246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979585,0.00004144921,0.000015029529,0.000045601046,0.00007673291,0.000025356056],"domain_scores_gemma":[0.99968815,0.0001269786,0.00004387966,0.000019724333,0.00006982734,0.000051505187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005301357,0.001812412,0.0014552188,0.0024297556,0.00041198966,0.0013479944,0.0011862488,0.0014610828,0.017012337],"category_scores_gemma":[0.000985388,0.0005859148,0.00045602716,0.0033278326,0.0016561088,0.0033435312,0.0012949284,0.0026958801,0.011688151],"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":[0.000021949965,0.000021080306,0.00015098577,0.0035554483,0.00003240899,0.00005313221,0.00013900166,0.00027656145,0.00035188638,0.019900631,0.72186124,0.25363562],"study_design_scores_gemma":[0.000009090439,0.000023836184,0.0010766684,0.0019710895,0.000021369595,0.0002337356,0.00007226015,0.000081523525,0.00010868802,0.038505226,0.9578852,0.0000111491245],"about_ca_topic_score_codex":0.0035993713,"about_ca_topic_score_gemma":0.007330172,"teacher_disagreement_score":0.017012337,"about_ca_system_score_codex":0.0016751799,"about_ca_system_score_gemma":0.0017017534,"threshold_uncertainty_score":0.056911886},"labels":[],"label_agreement":null},{"id":"W2538508775","doi":"10.1016/j.shpsc.2016.09.008","title":"Theoretical ecology as etiological from the start","year":2016,"lang":"en","type":"article","venue":"Studies in History and Philosophy of Science Part C Studies in History and Philosophy of Biological and Biomedical Sciences","topic":"Sustainability and Ecological Systems Analysis","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":"Western University","funders":"National Science Foundation of Sri Lanka; National Science Foundation","keywords":"Ecology; Teleology; Resource (disambiguation); Epistemology; Sociology; Environmental ethics; Computer science; Philosophy; Biology","score_opus":0.10332341701159142,"score_gpt":0.3007194203612043,"score_spread":0.19739600334961288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2538508775","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":[0.025278278,0.027970664,0.13629445,0.15225601,0.0029831782,0.00007776061,0.00026161043,0.00016716773,0.6547108],"genre_scores_gemma":[0.9168436,0.011031245,0.016880933,0.009774651,0.0025444834,0.00017932682,0.0001793051,0.00028550206,0.042280935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9953701,0.0030515029,0.00011970598,0.00040446396,0.0007336395,0.00032051117],"domain_scores_gemma":[0.9916079,0.0055900044,0.00034317203,0.00097135454,0.0009505495,0.0005370664],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0057655796,0.000579662,0.00079396245,0.0038678546,0.004593338,0.0101454705,0.0012918481,0.0035609473,0.009510144],"category_scores_gemma":[0.010130331,0.00056980987,0.0005423222,0.0023492342,0.037305184,0.014672317,0.00419121,0.00813266,0.0013116066],"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":[0.0000012917943,0.0000034125997,0.000059520804,0.000008692541,9.0849994e-7,0.000005907932,0.00037993558,0.00006030155,0.000010701526,0.99822634,0.0003877522,0.0008551299],"study_design_scores_gemma":[0.00000489484,0.000003387047,0.000064102634,0.000040527033,0.0000014430866,0.000015792633,0.00043482872,0.00014176198,0.000033495075,0.9722535,0.02700405,0.0000021959872],"about_ca_topic_score_codex":0.003254548,"about_ca_topic_score_gemma":0.0026420485,"teacher_disagreement_score":0.9954067,"about_ca_system_score_codex":0.0077292123,"about_ca_system_score_gemma":0.0068213474,"threshold_uncertainty_score":0.056079686},"labels":[],"label_agreement":null},{"id":"W2562261137","doi":"10.1016/j.egypro.2016.12.098","title":"Inter-country Energy Trade Analysis Based on Ecological Network Analysis","year":2016,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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":"Energy security; Energy supply; Globalization; International trade; Business; Energy (signal processing); Embodied energy; Table (database); Economics; Ecology; Renewable energy; Market economy","score_opus":0.004554869398474558,"score_gpt":0.18972054268829738,"score_spread":0.18516567328982284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562261137","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":[0.89019394,0.0003570524,0.08387643,0.00021014144,0.000026607939,0.00017396333,0.0054692305,0.00017693893,0.019515695],"genre_scores_gemma":[0.9790156,0.0002578548,0.015167382,0.0000103917655,0.000007667086,0.00010155829,0.0033972703,0.00001745113,0.0020247074],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99959916,0.00015884405,0.000026706466,0.00007688451,0.00007851451,0.000059914968],"domain_scores_gemma":[0.9992893,0.00035920463,0.00011202057,0.00005759158,0.00013863808,0.000043299908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059788785,0.00043790383,0.00030039146,0.0058738585,0.0005464309,0.0011429747,0.00032990228,0.00029675107,0.0061032576],"category_scores_gemma":[0.0020549772,0.00015466925,0.0011624587,0.0064667305,0.00027780546,0.001601334,0.0007851016,0.00037183767,0.00034180545],"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":[0.00027050884,0.00021211231,0.2654213,0.0002369782,0.0007213345,0.00071989885,0.0005910685,0.6147627,0.001716937,0.053320788,0.0031142533,0.058912057],"study_design_scores_gemma":[0.000016491504,0.000046380806,0.09484767,0.000030252058,0.00019315424,0.00013671434,0.0008166222,0.87623954,0.00056165835,0.021081312,0.005996161,0.000034090368],"about_ca_topic_score_codex":0.016844772,"about_ca_topic_score_gemma":0.012581685,"teacher_disagreement_score":0.016844772,"about_ca_system_score_codex":0.0009260363,"about_ca_system_score_gemma":0.00060775696,"threshold_uncertainty_score":0.03349346},"labels":[],"label_agreement":null},{"id":"W2596071162","doi":"","title":"Variogram Analysis of Response surfaces (VARS): A New Framework for Global Sensitivity Analysis of Earth and Environmental Systems Models","year":2015,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","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 Saskatchewan","funders":"","keywords":"Variogram; Sensitivity (control systems); Earth system science; Earth (classical element); Environmental science; Econometrics; Computer science; Geology; Statistics; Mathematics; Engineering; Oceanography","score_opus":0.02492766895040317,"score_gpt":0.25467505721665024,"score_spread":0.22974738826624708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596071162","genre_codex":"methods","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":[0.0018386617,0.00015961016,0.99711525,0.00008509108,0.00002809053,0.000011658763,0.00009695185,0.00027712673,0.0003875785],"genre_scores_gemma":[0.34732148,0.0017691326,0.64385074,0.00040793093,0.00038812537,0.0005540569,0.0010537581,0.0019302205,0.0027245951],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9917042,0.0066761896,0.00021095206,0.0004652398,0.0007881849,0.0001552465],"domain_scores_gemma":[0.98796797,0.009912195,0.00053238723,0.000988432,0.00049656,0.00010248931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007815663,0.0018257597,0.0018534588,0.0023585171,0.00038416314,0.0020555886,0.0015513276,0.00088890415,0.0030716266],"category_scores_gemma":[0.022773556,0.00077474624,0.002909578,0.0026492178,0.0011275343,0.0023475217,0.0029171824,0.0028330565,0.00043159263],"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":[0.00013174141,0.00006174337,0.0016847864,0.0002598608,0.0006923491,0.000073423456,0.00011275343,0.73201627,0.0024567605,0.1588584,0.0028889042,0.10076294],"study_design_scores_gemma":[0.000016934888,0.000060206123,0.00046553917,0.000025280093,0.00006256,0.00003129466,0.000026867388,0.8854626,0.0005747605,0.110079,0.0031632655,0.000031684704],"about_ca_topic_score_codex":0.003437354,"about_ca_topic_score_gemma":0.00242775,"teacher_disagreement_score":0.007815663,"about_ca_system_score_codex":0.00067301927,"about_ca_system_score_gemma":0.0011458844,"threshold_uncertainty_score":0.041333675},"labels":[],"label_agreement":null},{"id":"W2605123267","doi":"10.71781/13136","title":"Caractérisation de l'auto-organisation et de la complexité des écosystèmes","year":2006,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.023614706615110746,"score_gpt":0.30891410473141523,"score_spread":0.2852993981163045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605123267","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5739055,0.03938576,0.19541907,0.007294006,0.0005842594,0.00013958428,0.016878257,0.0029442708,0.16344924],"genre_scores_gemma":[0.89525336,0.009322184,0.052266173,0.00019709428,0.00013806351,0.0001313596,0.0052191853,0.00054507516,0.03692745],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992563,0.00015261283,0.000035071436,0.00020651291,0.0002469101,0.00010263846],"domain_scores_gemma":[0.99594754,0.0017437164,0.0003419456,0.0005781616,0.0012281658,0.00016044301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015530725,0.00055892457,0.0004675635,0.004235035,0.0011661618,0.0057386123,0.0010455955,0.0007921329,0.02014252],"category_scores_gemma":[0.011706137,0.0004790227,0.00096350105,0.003935929,0.0012048424,0.0035115534,0.0011967454,0.0009431855,0.001763416],"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":[0.00023607096,0.00008782129,0.15285702,0.0020553076,0.0005439866,0.0005348312,0.0066020326,0.04037947,0.01978274,0.30120894,0.029403694,0.44630802],"study_design_scores_gemma":[0.000042918135,0.000052038828,0.570039,0.0007406049,0.00032633526,0.0007979424,0.0036817272,0.07086525,0.009556147,0.1500728,0.19362599,0.00019924491],"about_ca_topic_score_codex":0.22098807,"about_ca_topic_score_gemma":0.24346313,"teacher_disagreement_score":0.22098807,"about_ca_system_score_codex":0.0054958123,"about_ca_system_score_gemma":0.0033916023,"threshold_uncertainty_score":0.43940353},"labels":[],"label_agreement":null},{"id":"W2606561821","doi":"10.3390/su9040663","title":"Emergy Evaluation of Dwelling Operation in Five Housing Units of Montreal Island, Canada","year":2017,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainability and Ecological Systems Analysis","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":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Emergy; Per capita; Sustainability; Resource (disambiguation); Unit (ring theory); Work (physics); Scale (ratio); Geography; Business; Environmental resource management; Living space; Environmental science; Agricultural economics; Natural resource economics; Environmental economics; Economics; Ecology; Demographic economics; Mathematics; Engineering; Computer science; Demography; Cartography; Population","score_opus":0.01808462398485616,"score_gpt":0.26627069289656086,"score_spread":0.2481860689117047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606561821","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":[0.99824584,0.000037639405,0.00018788212,0.000008930496,0.000001014872,0.00002356108,0.0006883143,0.000004948222,0.000801771],"genre_scores_gemma":[0.997928,0.000044516637,0.00037921325,0.0000033381239,6.0261397e-7,0.000010114687,0.0006423048,0.0000031117997,0.0009887738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998323,0.000011201748,0.00000767102,0.000032471715,0.00006066949,0.000055766126],"domain_scores_gemma":[0.99972767,0.000025312287,0.000027863625,0.000008798512,0.00015545766,0.00005490712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019251015,0.00035139438,0.0002164266,0.0011244173,0.0010106517,0.0007864584,0.0005174786,0.00018410588,0.0021963927],"category_scores_gemma":[0.00069538853,0.00014463588,0.00030328493,0.0013841485,0.00040827462,0.00029645584,0.0005264703,0.00012970415,0.00013614196],"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":[0.00040698034,0.00011645835,0.94755685,0.0001009976,0.0001379689,0.00047936037,0.0021780068,0.0082415175,0.005934051,0.0003963156,0.00074278313,0.033708587],"study_design_scores_gemma":[0.0000023538703,0.000051609284,0.9931866,0.0000081442,0.000013408976,0.000021199789,0.0016406662,0.003815791,0.00070064835,0.000024421292,0.00052599184,0.000009112629],"about_ca_topic_score_codex":0.9481934,"about_ca_topic_score_gemma":0.98402286,"teacher_disagreement_score":0.05180663,"about_ca_system_score_codex":0.008441163,"about_ca_system_score_gemma":0.0030116201,"threshold_uncertainty_score":0.10422343},"labels":[],"label_agreement":null},{"id":"W2616730879","doi":"10.4000/cybergeo.28067","title":"Métabolisme urbain et quartiers péricentraux dans la métropolisation. L’exemple du quartier de Saint-Michel à Montréal","year":2017,"lang":"fr","type":"article","venue":"Cybergeo","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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":"Humanities; Art; Political science","score_opus":0.007589218410552244,"score_gpt":0.2416817438692688,"score_spread":0.23409252545871656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616730879","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":[0.96424526,0.0013807913,0.0017329155,0.00063651643,0.00002439256,0.000036567075,0.0014742317,0.000067566885,0.030401785],"genre_scores_gemma":[0.9875689,0.00037330677,0.0009492548,0.00003073338,0.0000040229734,0.000008412774,0.00023008569,0.000015341247,0.010819858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999731,0.000042932163,0.0000049260448,0.00008015791,0.000048497637,0.000092558796],"domain_scores_gemma":[0.99971336,0.000036689846,0.00006187313,0.000022868748,0.00008854476,0.000076620774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019611961,0.00025506405,0.00020173377,0.0010481427,0.0017695322,0.001872102,0.0004278078,0.00027191627,0.008521091],"category_scores_gemma":[0.0004899239,0.00016280671,0.00025281048,0.002261355,0.001284661,0.0005293349,0.00081226864,0.00031991833,0.0003520729],"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":[0.0004643017,0.00010314494,0.70237535,0.00034249044,0.00023230708,0.0015337963,0.034550704,0.0032430813,0.038860444,0.07494447,0.004858379,0.13849147],"study_design_scores_gemma":[0.0000058584696,0.000051612213,0.9411542,0.000039657007,0.0000381313,0.00017258349,0.0074124876,0.0006504338,0.0015655234,0.00093863753,0.047943134,0.000027736058],"about_ca_topic_score_codex":0.8396292,"about_ca_topic_score_gemma":0.9456223,"teacher_disagreement_score":0.16037083,"about_ca_system_score_codex":0.008517221,"about_ca_system_score_gemma":0.0045409873,"threshold_uncertainty_score":0.32263052},"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":"W2626286539","doi":"","title":"Thermodynamics and the Sustainability of Cities","year":2013,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Thermodynamics; Environmental science; Physics","score_opus":0.005378665888621337,"score_gpt":0.25465191234475937,"score_spread":0.24927324645613802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626286539","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":[0.19101094,0.019367574,0.14398547,0.024570744,0.0010154978,0.00010109013,0.0012612621,0.0005341625,0.6181533],"genre_scores_gemma":[0.96154654,0.0056723235,0.0058177975,0.0004596885,0.00023351687,0.00006725876,0.00026282817,0.00010506817,0.025834933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967456,0.00007951263,0.000013295627,0.00006276114,0.00010651032,0.00006331813],"domain_scores_gemma":[0.9996704,0.0001077992,0.00005159463,0.00006378807,0.00006585757,0.00004048404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034369263,0.00037490478,0.00032339856,0.00077442295,0.0013902461,0.0030230556,0.0005934898,0.0008427021,0.006744383],"category_scores_gemma":[0.0012401532,0.00028787932,0.00051348616,0.0008334638,0.0038536093,0.0032118645,0.0022385165,0.0012214872,0.00083115476],"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":[0.000004397926,0.000006508012,0.0008456824,0.000048889153,0.000007639218,0.000053597334,0.00023185236,0.032582168,0.00031796203,0.9575065,0.0017899477,0.006604844],"study_design_scores_gemma":[0.0000042039637,0.000013290885,0.0014436727,0.000057957554,0.0000069746106,0.00005152453,0.00030766893,0.019744199,0.00036490418,0.92376435,0.054219667,0.00002157439],"about_ca_topic_score_codex":0.012733475,"about_ca_topic_score_gemma":0.012392447,"teacher_disagreement_score":0.012733475,"about_ca_system_score_codex":0.003957151,"about_ca_system_score_gemma":0.0019968753,"threshold_uncertainty_score":0.02871126},"labels":[],"label_agreement":null},{"id":"W2744415849","doi":"10.5194/esd-2017-72","title":"Systematic Correlation Matrix Evaluation (SCoMaE) – Abottom-up, natural science-based approach to identify Indicators","year":2017,"lang":"en","type":"article","venue":"","topic":"Sustainability and Ecological Systems Analysis","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":"Concordia University","funders":"","keywords":"Computer science; Robustness (evolution); Consistency (knowledge bases); Forcing (mathematics); Data mining; Correlation; Matrix (chemical analysis); Econometrics; Artificial intelligence; Mathematics","score_opus":0.018402999037096437,"score_gpt":0.3240514836888752,"score_spread":0.3056484846517788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744415849","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":[0.0062582046,0.00046371372,0.9860569,0.00041945835,0.000084327745,0.00080610614,0.00030490223,0.000297919,0.0053084237],"genre_scores_gemma":[0.1165936,0.00028146908,0.8799619,0.0001523939,0.000043097876,0.0015832698,0.00046801698,0.000102877944,0.00081328885],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.93260765,0.04588549,0.003947376,0.0036217151,0.0132389935,0.0006987496],"domain_scores_gemma":[0.8576744,0.08425971,0.00970211,0.012147685,0.03488467,0.00133138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.054442897,0.0029973714,0.0019507925,0.01526978,0.0021632472,0.00587897,0.0018124146,0.001233436,0.004678433],"category_scores_gemma":[0.14604615,0.00080690783,0.0022171533,0.008089956,0.0043535847,0.004052336,0.005668521,0.0024177295,0.00082853023],"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":[0.00034095263,0.00035375918,0.016971441,0.003414106,0.0009135746,0.0003244581,0.0034346508,0.051165316,0.0061560934,0.3262465,0.009837053,0.5808422],"study_design_scores_gemma":[0.00019381961,0.0010183916,0.015629744,0.0023008604,0.00043393602,0.00045688,0.00339872,0.36982033,0.014225545,0.53076506,0.061328553,0.00042821025],"about_ca_topic_score_codex":0.00388429,"about_ca_topic_score_gemma":0.0055037146,"teacher_disagreement_score":0.054442897,"about_ca_system_score_codex":0.0034847222,"about_ca_system_score_gemma":0.009913744,"threshold_uncertainty_score":0.287925},"labels":[],"label_agreement":null},{"id":"W2745515510","doi":"10.7287/peerj.preprints.3157v1","title":"The many forms of beta diversity: a comment on McGill et al. and some notational suggestions","year":2017,"lang":"en","type":"article","venue":"","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Beta diversity; Biodiversity; Diversity (politics); Space (punctuation); Gamma diversity; Geography; Data science; Computer science; Ecology; Sociology; Biology; Anthropology","score_opus":0.020499508480653926,"score_gpt":0.2535032177451543,"score_spread":0.23300370926450034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745515510","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":[0.000050991046,0.0062608044,0.00030322804,0.9271636,0.065387815,0.000017226499,0.00016314474,0.00005015045,0.0006030277],"genre_scores_gemma":[0.00052649085,0.0027435066,0.00049074175,0.94894165,0.04534288,0.000075117,0.000045201035,0.000057657075,0.0017767285],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98071265,0.0055347197,0.0028001529,0.003233914,0.0066437037,0.0010749998],"domain_scores_gemma":[0.90980977,0.047963776,0.0044097593,0.0025493973,0.031956077,0.0033111335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026112853,0.0033961541,0.0029642081,0.0038276385,0.0051128245,0.0076390896,0.015594939,0.03353885,0.010112721],"category_scores_gemma":[0.13514163,0.0015548111,0.0037834065,0.0041479454,0.012982944,0.0198545,0.0062417444,0.06422884,0.012898482],"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":[0.000018885457,0.0000058351125,0.000094236115,0.000111219146,0.000006579974,0.00010521716,0.0001466727,0.000021712414,0.000058041245,0.0025020204,0.99452645,0.002403194],"study_design_scores_gemma":[0.000045982262,0.000028364344,0.000724262,0.0011181376,0.000025879506,0.0006349502,0.00043984904,0.00014433851,0.00019595603,0.009801394,0.9867132,0.00012780003],"about_ca_topic_score_codex":0.060856238,"about_ca_topic_score_gemma":0.042500164,"teacher_disagreement_score":0.060856238,"about_ca_system_score_codex":0.011044872,"about_ca_system_score_gemma":0.010694419,"threshold_uncertainty_score":0.13809961},"labels":[],"label_agreement":null},{"id":"W2767000065","doi":"10.1017/9781316105450.005","title":"Trophic Networks: Structure, Partitioning and Dynamics","year":2017,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Trophic level; Computer science; Dynamics (music); Statistical physics; Ecology; Biology; Physics","score_opus":0.010531285288191835,"score_gpt":0.17463999039481543,"score_spread":0.1641087051066236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767000065","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":[0.012986389,0.17671172,0.0570684,0.010245835,0.0018104835,0.00008663055,0.0040189154,0.00096070464,0.7361109],"genre_scores_gemma":[0.1589717,0.25955427,0.04625985,0.00157159,0.001475239,0.00026051936,0.00507134,0.00058873615,0.52624685],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998777,0.000023045855,0.0000057935476,0.000029303415,0.00005085335,0.000013178253],"domain_scores_gemma":[0.9998716,0.000059725437,0.00001239884,0.000017504037,0.000022212913,0.000016618402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022152661,0.00057447015,0.00045575402,0.0011558816,0.00036137085,0.003055785,0.00046023217,0.00058022555,0.03726697],"category_scores_gemma":[0.0007833309,0.00035513716,0.00032648837,0.0025406675,0.0012326486,0.0026141254,0.0007553548,0.00089055713,0.007035997],"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":[0.000029185314,0.000017516973,0.0008447487,0.001171818,0.000049054863,0.00009860711,0.0007543394,0.004415799,0.0014620231,0.39746994,0.21966939,0.37401757],"study_design_scores_gemma":[0.0000049122245,0.00001618477,0.0027253036,0.00062870537,0.000016341492,0.0003853098,0.00032139668,0.0025478918,0.00035733686,0.38732553,0.6056497,0.000021330568],"about_ca_topic_score_codex":0.0023634555,"about_ca_topic_score_gemma":0.004867209,"teacher_disagreement_score":0.03726697,"about_ca_system_score_codex":0.001271318,"about_ca_system_score_gemma":0.0007342184,"threshold_uncertainty_score":0.124670446},"labels":[],"label_agreement":null},{"id":"W2767013153","doi":"10.1016/j.jclepro.2017.10.200","title":"Emergy and energy analysis as an integrative indicator of sustainability: A case study in semi-arid Canadian farmlands","year":2017,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Alberta Pulse Growers Commission; Western Grains Research Foundation","keywords":"Emergy; Sustainability; Rotation system; Crop rotation; Cropping system; Environmental science; Agronomy; Agricultural engineering; Arid; Agriculture; Cropping; Yield (engineering); Rotation (mathematics); Mathematics; Crop; Nitrogen; Physics; Ecology; Biology; Engineering","score_opus":0.008769786970341885,"score_gpt":0.27428396366431146,"score_spread":0.2655141766939696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767013153","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":[0.99713385,0.00010938866,0.00041031922,0.00009015726,9.4476866e-7,0.0000242608,0.00012554659,0.0000030835292,0.0021023783],"genre_scores_gemma":[0.99719846,0.00016713106,0.0016585786,0.000012451843,8.588266e-7,0.000009505496,0.000071708324,0.0000042394,0.00087715965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994055,0.00014595083,0.000019487688,0.00005434108,0.00016401526,0.00021059977],"domain_scores_gemma":[0.9989736,0.00050289725,0.00009432076,0.000040612143,0.00027904374,0.00010951453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011111308,0.00031793895,0.00030026634,0.0013599175,0.003112627,0.001774628,0.0008214633,0.00052113284,0.0010101502],"category_scores_gemma":[0.0021575184,0.00014032776,0.0002890542,0.004335137,0.0017254724,0.0007909765,0.00087319844,0.0004108219,0.000045914847],"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":[0.0004309054,0.0005776757,0.83621716,0.00038837892,0.0001786727,0.0057782787,0.027092727,0.015772842,0.007977405,0.0077686417,0.0016940082,0.09612331],"study_design_scores_gemma":[0.000023973442,0.00022693624,0.8829357,0.00011531552,0.000137419,0.00080211845,0.08115767,0.02007025,0.0032359457,0.0017985235,0.009426731,0.00006937395],"about_ca_topic_score_codex":0.9328019,"about_ca_topic_score_gemma":0.9876074,"teacher_disagreement_score":0.0671981,"about_ca_system_score_codex":0.014421723,"about_ca_system_score_gemma":0.0078056273,"threshold_uncertainty_score":0.13518763},"labels":[],"label_agreement":null},{"id":"W2775033940","doi":"10.4000/vertigo.18608","title":"Réseaux de distribution de l’énergie et sobriété énergétique des territoires, les apports d’une approche thermodynamique et métabolique des systèmes territoriaux","year":2017,"lang":"fr","type":"article","venue":"VertigO","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","score_opus":0.018975953044076076,"score_gpt":0.2777084901106515,"score_spread":0.25873253706657545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775033940","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":[0.27602896,0.010761798,0.60664755,0.007035462,0.00026982362,0.00011191577,0.0009446438,0.000282814,0.097917095],"genre_scores_gemma":[0.94177866,0.004651855,0.039581444,0.00023918827,0.00007074593,0.00010339291,0.00029097704,0.000116058574,0.013167624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993962,0.00020524587,0.000026386922,0.00018177327,0.00013811658,0.00005231197],"domain_scores_gemma":[0.9990553,0.000506658,0.00011643059,0.0001117367,0.00017278497,0.00003696642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016586265,0.0007374419,0.0005702548,0.0013746807,0.00084658957,0.0033088652,0.0015023476,0.0009668427,0.007866016],"category_scores_gemma":[0.0029321932,0.00043712877,0.0010183054,0.0015823133,0.0021285242,0.0033103798,0.001292085,0.0010100963,0.00060331536],"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":[0.00020996483,0.00015068377,0.05218862,0.0009952914,0.0004808024,0.00042994478,0.004415651,0.3732945,0.012003523,0.39896858,0.0024967191,0.15436572],"study_design_scores_gemma":[0.0000319369,0.00031070138,0.07854861,0.0004905442,0.00024437447,0.00049546774,0.01220851,0.28399134,0.011196515,0.55100304,0.06126357,0.00021544716],"about_ca_topic_score_codex":0.024129668,"about_ca_topic_score_gemma":0.04073999,"teacher_disagreement_score":0.024129668,"about_ca_system_score_codex":0.0024655692,"about_ca_system_score_gemma":0.0016677816,"threshold_uncertainty_score":0.0479784},"labels":[],"label_agreement":null},{"id":"W2783243595","doi":"10.1103/physreve.96.062317","title":"Organization and scaling in water supply networks","year":2017,"lang":"en","type":"article","venue":"Physical review. E","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Scaling; Water supply; Resource (disambiguation); Allometry; Probabilistic logic; Range (aeronautics); Computer science; Environmental science; Ecology; Mathematics; Environmental engineering","score_opus":0.006935046235357899,"score_gpt":0.26820545194056883,"score_spread":0.26127040570521093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783243595","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":[0.67889756,0.007787065,0.23211004,0.006946207,0.00021463673,0.000114990566,0.00066054595,0.00027388099,0.07299502],"genre_scores_gemma":[0.9889443,0.001891022,0.007146378,0.00012582785,0.00014175956,0.000060954742,0.00015135786,0.000027112577,0.001511364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99908245,0.00036657514,0.000043629443,0.0002640669,0.00015408249,0.00008924391],"domain_scores_gemma":[0.99553865,0.0020047019,0.001140384,0.0005022214,0.00045427255,0.00035973513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012489287,0.00022063561,0.00038219496,0.0017331336,0.00094916916,0.002135392,0.00048709137,0.00070796814,0.0018789405],"category_scores_gemma":[0.008480245,0.00026392943,0.0004706586,0.0013314025,0.0028435737,0.003722032,0.0011085412,0.0006076544,0.0002066188],"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":[0.000021346394,0.000033156415,0.022941988,0.00014511963,0.000092283146,0.00015994413,0.0009702249,0.08519724,0.0008587756,0.8482339,0.0034333637,0.037912577],"study_design_scores_gemma":[0.0000066788134,0.0000177713,0.017187702,0.000049838225,0.000016208087,0.0000912122,0.00047812331,0.08227327,0.00015935856,0.89106256,0.008639785,0.000017531456],"about_ca_topic_score_codex":0.0028834709,"about_ca_topic_score_gemma":0.0017112162,"teacher_disagreement_score":0.0028834709,"about_ca_system_score_codex":0.0017475595,"about_ca_system_score_gemma":0.0005336519,"threshold_uncertainty_score":0.012679517},"labels":[],"label_agreement":null},{"id":"W2784052579","doi":"10.1016/j.tree.2017.12.007","title":"Energy Flux: The Link between Multitrophic Biodiversity and Ecosystem Functioning","year":2018,"lang":"en","type":"review","venue":"Trends in Ecology & Evolution","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":390,"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":"European Research Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft","keywords":"Ecosystem; Trophic level; Biodiversity; Ecology; Ecosystem services; Ecological network; Flux (metallurgy); Environmental science; Environmental resource management; Biology; Chemistry","score_opus":0.02961865639691267,"score_gpt":0.258127554845664,"score_spread":0.22850889844875136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784052579","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":[0.00036199082,0.9961606,0.00053221715,0.0011572922,0.0003257229,0.0000028656289,0.000030499907,0.000005281622,0.0014235224],"genre_scores_gemma":[0.0037864498,0.9947837,0.0002331762,0.00031655456,0.00040670217,0.000004529978,0.000028816943,0.0000025077973,0.00043748628],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997272,0.000056989895,0.0000262408,0.0000777447,0.00009117883,0.000020640413],"domain_scores_gemma":[0.99914193,0.0005631493,0.0001365726,0.000021233227,0.0000999137,0.00003716631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091453316,0.00086281623,0.001289227,0.00197239,0.000295109,0.0021068216,0.0012652809,0.0018295977,0.003946985],"category_scores_gemma":[0.0018656141,0.00025700865,0.0004511115,0.003742806,0.0017441887,0.0031437415,0.0013287929,0.0020062479,0.00085888297],"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":[0.00005726763,0.000042615444,0.0011607318,0.022341391,0.00028435924,0.00014298767,0.00017992903,0.0009871703,0.0012526714,0.047375385,0.014429811,0.91174567],"study_design_scores_gemma":[0.000011951895,0.00006740329,0.0047334814,0.011945641,0.00042633442,0.0010714234,0.00036241394,0.00043800747,0.0007219849,0.06685007,0.9133036,0.00006763059],"about_ca_topic_score_codex":0.001954195,"about_ca_topic_score_gemma":0.0026246882,"teacher_disagreement_score":0.003946985,"about_ca_system_score_codex":0.0008450328,"about_ca_system_score_gemma":0.0019499284,"threshold_uncertainty_score":0.013203979},"labels":[],"label_agreement":null},{"id":"W2797202925","doi":"10.1111/2041-210x.13010","title":"Fuzzy ecospace modelling","year":2018,"lang":"en","type":"article","venue":"Methods in Ecology and Evolution","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Outlier; Statistics","score_opus":0.02352355899828723,"score_gpt":0.32225427917084004,"score_spread":0.2987307201725528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797202925","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":[0.02912675,0.00033536705,0.93737423,0.0007750192,0.0001210333,0.00013522641,0.0013057736,0.00046806593,0.030358564],"genre_scores_gemma":[0.68857074,0.00047571582,0.27828923,0.00026446884,0.00007955151,0.00042727726,0.0015530651,0.00021592277,0.030124092],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99930847,0.00017320891,0.000050471986,0.00016836323,0.00021516392,0.00008429332],"domain_scores_gemma":[0.9986877,0.00071098754,0.00012000513,0.00009401021,0.0003009503,0.000086402586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011463905,0.00082215556,0.0007543449,0.0014883052,0.0010904901,0.0028167418,0.0019567525,0.0016970484,0.013840252],"category_scores_gemma":[0.0031059906,0.00045621846,0.0021838394,0.001063254,0.0010774707,0.0018073183,0.0017001907,0.0012901464,0.0013651937],"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":[0.000041408828,0.000024875371,0.0010426333,0.00007115324,0.000031623513,0.0001675499,0.0001396473,0.799014,0.00070763356,0.17978233,0.0019915393,0.016985592],"study_design_scores_gemma":[0.0000038283033,0.000006222466,0.000090045396,0.000010156729,0.0000038112298,0.00003223833,0.000022890508,0.96604174,0.00016015064,0.030907884,0.002713485,0.0000076155748],"about_ca_topic_score_codex":0.016267873,"about_ca_topic_score_gemma":0.009025477,"teacher_disagreement_score":0.016267873,"about_ca_system_score_codex":0.0017632188,"about_ca_system_score_gemma":0.0013420217,"threshold_uncertainty_score":0.046300292},"labels":[],"label_agreement":null},{"id":"W2800508936","doi":"10.1111/geb.12733","title":"Entropy and the conceit of biodiversity management","year":2018,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Sustainability and Ecological Systems Analysis","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":"University of Waterloo","funders":"","keywords":"Biodiversity; Biological dispersal; Ecology; Context (archaeology); Ecosystem; Analogy; Macroecology; Global biodiversity; Environmental resource management; Biology; Economics; Sociology; Epistemology","score_opus":0.002929578786521136,"score_gpt":0.18182681553223784,"score_spread":0.1788972367457167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800508936","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":[0.32716984,0.008668721,0.15356141,0.053737555,0.0011016622,0.00007362834,0.00024754077,0.00017525471,0.4552645],"genre_scores_gemma":[0.9941095,0.00060525734,0.0020606027,0.0003356892,0.00026069582,0.000024095836,0.000017035969,0.00001566568,0.00257137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978091,0.0011862565,0.00010974663,0.00027386975,0.0004475133,0.00017351867],"domain_scores_gemma":[0.9878977,0.0076702693,0.0017344881,0.001129509,0.0009063793,0.0006617371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004008606,0.0004685355,0.0006364414,0.0014314388,0.0015103646,0.003544775,0.0009822372,0.0018144101,0.0049992097],"category_scores_gemma":[0.014180136,0.00023603068,0.00036524635,0.0009645379,0.015130301,0.0052120895,0.0035412584,0.0016311969,0.00029249923],"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":[0.00002315434,0.000022226277,0.0007336082,0.00005148491,0.000027261516,0.000050874612,0.00024488402,0.0138998395,0.00019951563,0.97770375,0.0009287311,0.006114705],"study_design_scores_gemma":[0.000006503167,0.0000137970155,0.00045367313,0.000029141116,0.0000056428444,0.000015661539,0.000057741192,0.0064339717,0.00009390868,0.9901714,0.0027097657,0.000008804661],"about_ca_topic_score_codex":0.0010834427,"about_ca_topic_score_gemma":0.0010557295,"teacher_disagreement_score":0.0049992097,"about_ca_system_score_codex":0.0029124855,"about_ca_system_score_gemma":0.0012395391,"threshold_uncertainty_score":0.021199763},"labels":[],"label_agreement":null},{"id":"W2806656744","doi":"10.1016/j.ecolmodel.2018.05.009","title":"Ecological network analysis for urban metabolism and carbon emissions based on input-output tables: A case study of Guangdong province","year":2018,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":57,"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 Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Greenhouse gas; Global warming; Environmental science; Environmental economics; Pairwise comparison; Population; Marginal abatement cost; Natural resource economics; Electricity generation; Environmental engineering; Environmental protection; Ecology; Climate change; Economics; Mathematics; Power (physics); Biology; Statistics","score_opus":0.03141115830050534,"score_gpt":0.2522649834591846,"score_spread":0.22085382515867924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806656744","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":[0.9894204,0.00009778884,0.0061817598,0.00012154999,0.0000048130046,0.00003235247,0.0013831618,0.00005605075,0.0027020704],"genre_scores_gemma":[0.9957663,0.00007765801,0.0025326493,0.000003302095,0.0000014995751,0.000014876904,0.0006367566,0.000008696543,0.0009581707],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980944,0.00007727703,0.000010711334,0.000040993913,0.000028813403,0.00003276765],"domain_scores_gemma":[0.9994929,0.0003282127,0.00004698738,0.00003014497,0.00007686938,0.000024932546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058730925,0.00044078144,0.00031002623,0.001327225,0.00044606783,0.0008028724,0.00048059036,0.0003491832,0.0017552577],"category_scores_gemma":[0.00111668,0.00025216484,0.00078181335,0.0022697514,0.00034180918,0.00071616075,0.0003721437,0.00023910892,0.000068116235],"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":[0.00011793102,0.00009146944,0.0829382,0.000086937405,0.00013112367,0.0007355971,0.00020863533,0.8982286,0.00086722476,0.0053614033,0.00061639416,0.010616532],"study_design_scores_gemma":[0.000011836288,0.000015522744,0.033825714,0.0000083303785,0.000055773504,0.00003606445,0.00029539262,0.9631287,0.00031486453,0.0016547167,0.00063951255,0.000013770605],"about_ca_topic_score_codex":0.31149817,"about_ca_topic_score_gemma":0.30076092,"teacher_disagreement_score":0.31149817,"about_ca_system_score_codex":0.0047212364,"about_ca_system_score_gemma":0.0019280638,"threshold_uncertainty_score":0.6193701},"labels":[],"label_agreement":null},{"id":"W2806853341","doi":"10.3390/su10061791","title":"Resource Dynamism of the Rwandan Economy: An Emergy Approach","year":2018,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science and Technology Major Project","keywords":"Emergy; Dynamism; Sustainability; Resource (disambiguation); Natural resource economics; Sustainable development; Genocide; Renewable resource; Economics; Index (typography); Business; Renewable energy; Environmental economics; Environmental resource management; Ecology; Political science; Computer science","score_opus":0.0055524251854648385,"score_gpt":0.22095783314014628,"score_spread":0.21540540795468144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806853341","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":[0.9023875,0.0034445566,0.044149105,0.003169524,0.000086162094,0.00015385577,0.0010748181,0.00003967773,0.045494717],"genre_scores_gemma":[0.98603106,0.0020637682,0.008454307,0.00007210379,0.000044985325,0.00006306344,0.00022042685,0.000015853775,0.0030344066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999782,0.00006208674,0.000021929225,0.000031410724,0.000045124983,0.00005741735],"domain_scores_gemma":[0.9996395,0.00011880977,0.00014342104,0.000022369813,0.000049357954,0.000026463213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044251405,0.00035969104,0.00036257989,0.003478019,0.00052860484,0.002554131,0.0005135221,0.0004835551,0.001987305],"category_scores_gemma":[0.0009674809,0.00023548627,0.0007299404,0.0027386593,0.0011400525,0.0041072993,0.001929416,0.0006190806,0.00013824842],"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":[0.00023379688,0.0001865108,0.3417486,0.0012683532,0.00073072856,0.0070661535,0.011609388,0.08554256,0.0074554095,0.4063049,0.0031538543,0.13469982],"study_design_scores_gemma":[0.000029261177,0.00043038948,0.48006716,0.00140854,0.00029152283,0.004782628,0.06382982,0.1444862,0.0047330363,0.19167997,0.10806675,0.00019475695],"about_ca_topic_score_codex":0.003796473,"about_ca_topic_score_gemma":0.0054687536,"teacher_disagreement_score":0.003796473,"about_ca_system_score_codex":0.0013098252,"about_ca_system_score_gemma":0.0007866683,"threshold_uncertainty_score":0.009503484},"labels":[],"label_agreement":null},{"id":"W2883540341","doi":"10.1016/j.shpsa.2018.06.011","title":"Knowledge transfer in theoretical ecology: Implications for incommensurability, voluntarism, and pluralism","year":2018,"lang":"en","type":"article","venue":"Studies in History and Philosophy of Science Part A","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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":"Western University","funders":"University of Pittsburgh","keywords":"Voluntarism (philosophy); Pluralism (philosophy); Epistemology; Sociology; Ecology; Social science; Philosophy; Biology","score_opus":0.06435120909792114,"score_gpt":0.32140919137805063,"score_spread":0.2570579822801295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883540341","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":[0.3351926,0.003467784,0.19863018,0.12905714,0.00038630384,0.0003076473,0.00011793438,0.00012525379,0.33271512],"genre_scores_gemma":[0.9919526,0.0002349583,0.005885801,0.00062486733,0.00010650401,0.000117110954,0.00001392838,0.000015827296,0.0010484568],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96764004,0.022143325,0.0014489745,0.0030091114,0.0042532305,0.0015053184],"domain_scores_gemma":[0.8267305,0.14109181,0.0070036305,0.017077724,0.0055219107,0.0025743805],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.047124892,0.000502144,0.0013186466,0.0032662675,0.0061398577,0.008951528,0.0031376088,0.005265613,0.006238651],"category_scores_gemma":[0.11201234,0.00056232227,0.0010743175,0.0025824502,0.07052508,0.025162192,0.011104657,0.0060604424,0.00031823764],"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":[0.000018536593,0.000056630794,0.00081830716,0.000038541322,0.000014351358,0.000037151072,0.0044344785,0.0004586141,0.00004465524,0.98933583,0.00019278804,0.0045501],"study_design_scores_gemma":[0.000011249679,0.000006133647,0.00018893332,0.000023035278,0.0000031857862,0.000015685402,0.0006351049,0.000667958,0.00004231147,0.99793494,0.0004673483,0.0000040990108],"about_ca_topic_score_codex":0.0019154204,"about_ca_topic_score_gemma":0.0012733532,"teacher_disagreement_score":0.9938601,"about_ca_system_score_codex":0.006543337,"about_ca_system_score_gemma":0.0066805724,"threshold_uncertainty_score":0.24922323},"labels":[],"label_agreement":null},{"id":"W2884987576","doi":"10.1146/annurev-environ-110615-085349","title":"Social-Ecological Systems Insights for Navigating the Dynamics of the Anthropocene","year":2018,"lang":"en","type":"article","venue":"Annual Review of Environment and Resources","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":284,"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":"Anthropocene; Transformational leadership; Agency (philosophy); Ecological systems theory; Sociology; Sustainable development; Environmental ethics; Sustainability; Ecology; Environmental resource management; Political science; Social science; Public relations; Biology; Economics","score_opus":0.008634154828595005,"score_gpt":0.2570618599381641,"score_spread":0.2484277051095691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884987576","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":[0.039082903,0.24178454,0.29447922,0.14703597,0.0019962527,0.00015182223,0.00048331573,0.00024693075,0.2747391],"genre_scores_gemma":[0.7342074,0.15489255,0.095513664,0.0036773612,0.0014928208,0.00023790718,0.0002478544,0.00006889698,0.009661539],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987375,0.0008847614,0.00004640805,0.00010142214,0.00013838524,0.00009158664],"domain_scores_gemma":[0.9974706,0.0018414783,0.00021650159,0.0001501168,0.00014064214,0.00018055776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002908842,0.0010830965,0.0007937117,0.005125796,0.002190171,0.0051677874,0.0012124019,0.0022101062,0.0075617516],"category_scores_gemma":[0.0032403755,0.0003189149,0.0006637495,0.0036860819,0.013982554,0.008269107,0.004925387,0.0041532037,0.00042044933],"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":[0.000002508813,0.000011353648,0.00074241863,0.00018148556,0.000019645746,0.00011458668,0.0018951374,0.0018410576,0.00008155705,0.98193824,0.001845006,0.011327066],"study_design_scores_gemma":[0.0000017390267,0.000010805099,0.0009255631,0.00024017526,0.000009572276,0.00011532873,0.003692672,0.0017876837,0.000040917635,0.93476707,0.058398798,0.000009688825],"about_ca_topic_score_codex":0.004476834,"about_ca_topic_score_gemma":0.013734019,"teacher_disagreement_score":0.0075617516,"about_ca_system_score_codex":0.0041161817,"about_ca_system_score_gemma":0.0033672974,"threshold_uncertainty_score":0.029865086},"labels":[],"label_agreement":null},{"id":"W2896998988","doi":"10.1016/j.envpol.2018.10.052","title":"Ecological network analysis for an industrial solid waste metabolism system","year":2018,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":86,"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 Regina","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Municipal solid waste; Production (economics); Industrial ecology; Material flow analysis; Environmental economics; Cleaner production; Hazardous waste; Secondary sector of the economy; Process (computing); Business; Environmental science; Ecology; Computer science; Engineering; Waste management; Economics; Microeconomics; Sustainability; Biology; Economy","score_opus":0.02088132637119589,"score_gpt":0.23532360016825976,"score_spread":0.21444227379706388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896998988","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":[0.71287394,0.00040772848,0.27217236,0.00059835234,0.000027872802,0.000105844556,0.0015188262,0.00018940169,0.012105623],"genre_scores_gemma":[0.9788962,0.000208432,0.016273607,0.000022510676,0.0000122983965,0.00006496217,0.00047950837,0.000021790733,0.0040208446],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9997974,0.00007228965,0.000010934472,0.0000472387,0.000031204,0.000040931583],"domain_scores_gemma":[0.99940944,0.00036422355,0.00007710988,0.000025717132,0.000072404735,0.000051136427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054028165,0.00050401804,0.0005230024,0.0011638365,0.00061800884,0.0008738475,0.0005400106,0.0006227384,0.0040629073],"category_scores_gemma":[0.0014767331,0.00022308982,0.00094688707,0.00091852783,0.00037621014,0.0008855023,0.000817042,0.00041730166,0.00014433553],"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":[0.000049348993,0.000037181788,0.0025165286,0.000027092487,0.000045566856,0.00007687196,0.000032254477,0.9796491,0.000914045,0.011555377,0.00023658143,0.0048600617],"study_design_scores_gemma":[0.0000034554428,0.000009463025,0.0005646531,0.0000018060775,0.000013578408,0.000011843467,0.000021241023,0.9940807,0.00011904975,0.0049650753,0.00020614295,0.0000028973168],"about_ca_topic_score_codex":0.022936555,"about_ca_topic_score_gemma":0.016392658,"teacher_disagreement_score":0.022936555,"about_ca_system_score_codex":0.0012782892,"about_ca_system_score_gemma":0.0008966903,"threshold_uncertainty_score":0.045606077},"labels":[],"label_agreement":null},{"id":"W2914657599","doi":"10.12783/dteees/iceee2018/27910","title":"Ecological Network Analysis for Water Embodied in Global Agricultural Products Trade","year":2019,"lang":"en","type":"article","venue":"DEStech Transactions on Environment Energy and Earth Science","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Embodied cognition; European union; Redistribution (election); Business; China; Natural resource economics; International trade; Economics; Ecology; Geography; Political science; Biology","score_opus":0.006235321435274307,"score_gpt":0.1841939663471675,"score_spread":0.1779586449118932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914657599","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":[0.7363295,0.00063931686,0.24130616,0.0010848684,0.000034332057,0.00008207675,0.0025793677,0.00014886011,0.017795533],"genre_scores_gemma":[0.98069316,0.00043961545,0.015462758,0.00003629938,0.000012913526,0.000058761136,0.0006594684,0.00002131124,0.0026156888],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997602,0.00012016541,0.00001012189,0.00004888037,0.000029312747,0.000031266554],"domain_scores_gemma":[0.9992717,0.00045920548,0.0001277175,0.000037151436,0.00006795943,0.000036296115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006493274,0.00042807907,0.00024044815,0.0018414914,0.00038962185,0.00090804405,0.00037714682,0.00053671846,0.003594494],"category_scores_gemma":[0.0024217027,0.00016024469,0.00086947763,0.001888067,0.0003829791,0.0015676096,0.0007514635,0.00038717684,0.0001831595],"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":[0.000020580235,0.000019696448,0.011688835,0.000021748361,0.00005086764,0.00006555854,0.00004417228,0.9559968,0.00029156514,0.02647389,0.00035336477,0.0049728923],"study_design_scores_gemma":[0.0000024414576,0.000009979236,0.0037876624,0.0000060438065,0.0000145466465,0.000018623765,0.000058014986,0.9819359,0.0000638683,0.013404892,0.00069228554,0.0000057589614],"about_ca_topic_score_codex":0.018961096,"about_ca_topic_score_gemma":0.0121639175,"teacher_disagreement_score":0.018961096,"about_ca_system_score_codex":0.0015112709,"about_ca_system_score_gemma":0.0006245307,"threshold_uncertainty_score":0.037701488},"labels":[],"label_agreement":null},{"id":"W2916903255","doi":"10.1088/1755-1315/225/1/012030","title":"The architecture of reuse","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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":"Toronto Metropolitan University","funders":"","keywords":"Reuse; Flexibility (engineering); Architecture; Circular economy; Process (computing); Computer science; Engineering design process; Architectural engineering; Engineering; Process management; Systems engineering; Ecology; Mechanical engineering","score_opus":0.005747713055217218,"score_gpt":0.18095580188667415,"score_spread":0.17520808883145694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916903255","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":[0.027117623,0.007314497,0.2507257,0.014219276,0.0002947758,0.00016633642,0.00011982648,0.00055329636,0.69948864],"genre_scores_gemma":[0.7800117,0.007304973,0.080756076,0.0012012589,0.0003667023,0.00045138635,0.00020161079,0.00038957904,0.12931661],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99488914,0.0023582866,0.00024214025,0.0009296363,0.00096248835,0.0006182377],"domain_scores_gemma":[0.9973123,0.00073758466,0.00018130464,0.0011349289,0.00041934266,0.00021463014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004104745,0.0005837106,0.0005221713,0.0024781134,0.004215322,0.012390603,0.001931494,0.0028627384,0.011051894],"category_scores_gemma":[0.0043386603,0.00064399396,0.00087333645,0.0024491502,0.03455967,0.014728953,0.0078951735,0.0022039593,0.0025215633],"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":[0.0000023231082,0.000002722233,0.00007076849,0.000015023774,0.00000220714,0.000020459376,0.00062095834,0.00049851934,0.000053465334,0.9939116,0.00056939886,0.0042325472],"study_design_scores_gemma":[0.0000054886,0.000014746305,0.00017290901,0.00006618643,0.000005614602,0.00009309799,0.00048682195,0.001266115,0.0001259695,0.8939608,0.10379223,0.000009983961],"about_ca_topic_score_codex":0.008777109,"about_ca_topic_score_gemma":0.0053643235,"teacher_disagreement_score":0.012390603,"about_ca_system_score_codex":0.0071596964,"about_ca_system_score_gemma":0.0056221555,"threshold_uncertainty_score":0.051947474},"labels":[],"label_agreement":null},{"id":"W2921594966","doi":"10.29007/r6xs","title":"Development of Decision Support Tool for Evaluation of Urban Water System Metabolism Efficiency","year":2018,"lang":"en","type":"article","venue":"EPiC series in engineering","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sustainability; Decision support system; Redevelopment; Greenhouse gas; Stormwater; Neighbourhood (mathematics); Sustainable development; Process (computing); Environmental planning; Environmental economics; Computer science; Environmental resource management; Environmental science; Engineering; Civil engineering","score_opus":0.010365567325309565,"score_gpt":0.23131525137010325,"score_spread":0.22094968404479368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921594966","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":[0.13661541,0.0001135554,0.822554,0.00044451703,0.000074255506,0.001479173,0.0041388324,0.021131858,0.013448411],"genre_scores_gemma":[0.37534916,0.00008710427,0.61965257,0.00006982331,0.000013626062,0.001143257,0.0020954267,0.00028264814,0.0013063292],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99795616,0.00072352384,0.0002359731,0.00020834684,0.00075222814,0.00012371696],"domain_scores_gemma":[0.99178517,0.0057106526,0.00046330187,0.00043540308,0.001416861,0.00018862782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045517087,0.0015140581,0.0011650948,0.0034970203,0.00062665535,0.002744265,0.0014775357,0.0011960149,0.008890422],"category_scores_gemma":[0.012671641,0.00046115834,0.000988856,0.0018553672,0.0003834482,0.0019312274,0.0010364496,0.0007732711,0.0011162646],"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":[0.0009471951,0.0010428898,0.009830157,0.0009623838,0.00025684686,0.0008145834,0.0007546705,0.5116194,0.015770914,0.020323005,0.01379341,0.4238846],"study_design_scores_gemma":[0.00016542064,0.00022451188,0.0012582354,0.000110866415,0.00004671469,0.00007787181,0.00018812812,0.9731909,0.013530139,0.0055073234,0.005644177,0.00005572555],"about_ca_topic_score_codex":0.0028606823,"about_ca_topic_score_gemma":0.0023163457,"teacher_disagreement_score":0.008890422,"about_ca_system_score_codex":0.0012344762,"about_ca_system_score_gemma":0.0016921052,"threshold_uncertainty_score":0.029741406},"labels":[],"label_agreement":null},{"id":"W2922465644","doi":"10.1016/j.scitotenv.2019.03.132","title":"Ecological network analysis of an urban water metabolic system based on input-output model: A case study of Guangdong, China","year":2019,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":61,"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 Guelph; University of Regina","funders":"Project 211; National Key Research and Development Program of China; Natural Sciences and Engineering Research Council of Canada","keywords":"Virtual water; Environmental economics; Gross domestic product; Unit (ring theory); China; Consumption (sociology); Environmental science; Ecology; Water use; Environmental resource management; Business; Economics; Water resources; Geography; Economic growth; Mathematics; Biology","score_opus":0.009319923998666586,"score_gpt":0.20901504714113034,"score_spread":0.19969512314246377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922465644","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":[0.9876819,0.00007009104,0.008562245,0.00014248764,0.000007533183,0.00003115279,0.0003736562,0.000057911344,0.0030728984],"genre_scores_gemma":[0.99792695,0.00003786074,0.00096731144,0.0000042989996,0.0000018303201,0.000013827668,0.00012636252,0.000005516867,0.0009160902],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982566,0.00006430314,0.000008854148,0.00004128782,0.000019345769,0.000040649844],"domain_scores_gemma":[0.99968076,0.00017641517,0.00004304553,0.000015422525,0.000054110576,0.000030353282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045943639,0.00059874327,0.0004607214,0.0008130388,0.0006248382,0.0007962848,0.00079639786,0.0007870822,0.002010278],"category_scores_gemma":[0.00080101885,0.00032473105,0.00075443654,0.0009167621,0.0005230986,0.00079029734,0.0006117938,0.00030222072,0.000071271235],"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":[0.00006466871,0.00005802762,0.011843862,0.000036071426,0.00005700711,0.0005831846,0.00007698856,0.9815383,0.0006259761,0.0026091184,0.0002258682,0.0022808737],"study_design_scores_gemma":[0.00000916291,0.000017843293,0.003345962,0.0000024833216,0.000024224215,0.000015642358,0.00008731731,0.9955172,0.00012191654,0.00073612365,0.00011638551,0.000005875116],"about_ca_topic_score_codex":0.14366615,"about_ca_topic_score_gemma":0.106389135,"teacher_disagreement_score":0.14366615,"about_ca_system_score_codex":0.00257657,"about_ca_system_score_gemma":0.0013904499,"threshold_uncertainty_score":0.28565985},"labels":[],"label_agreement":null},{"id":"W2928867773","doi":"10.1016/j.scitotenv.2019.03.322","title":"Quantifying security and resilience of Chinese coastal urban ecosystems","year":2019,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":111,"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":"Fundamental Research Funds for the Central Universities; National Academy of Sciences; Ministry of Education, India; Ministry of Education of the People's Republic of China; University of Waterloo; Ministry of Earth Sciences; National Natural Science Foundation of China","keywords":"DPSIR; Ecological network; Environmental resource management; Ecosystem; Environmental science; Ecological resilience; Ecology","score_opus":0.006872817343992711,"score_gpt":0.2102959041088075,"score_spread":0.2034230867648148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928867773","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":[0.9984711,0.000041362917,0.0007166255,0.000037194844,0.000001144617,0.000006784682,0.00011035298,0.0000059240965,0.0006094698],"genre_scores_gemma":[0.9997601,0.000014981052,0.0001079771,0.0000018443615,7.53885e-7,0.0000031704046,0.00006631735,6.8590185e-7,0.000044230746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999453,0.00010463872,0.00004681563,0.0001169453,0.000113550355,0.00016509289],"domain_scores_gemma":[0.9985942,0.00048184636,0.00030784565,0.00022792218,0.00023494023,0.00015315987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012885052,0.00046455764,0.00030118896,0.004417116,0.0008052729,0.001354897,0.00056273834,0.00040446606,0.0007176881],"category_scores_gemma":[0.0030727293,0.00022452723,0.00056707725,0.0026154236,0.0013571506,0.0013770347,0.001547827,0.00020083501,0.000035820456],"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":[0.000113288734,0.00004637276,0.8815015,0.00005044052,0.0002495876,0.00019896601,0.0006140695,0.092792526,0.0013357189,0.007079544,0.0002677212,0.015750296],"study_design_scores_gemma":[0.000010775079,0.00006754423,0.7721898,0.000021440968,0.00026366668,0.00006600681,0.0017538797,0.21465491,0.0013662089,0.008887374,0.00067666825,0.000041732772],"about_ca_topic_score_codex":0.07217015,"about_ca_topic_score_gemma":0.07920968,"teacher_disagreement_score":0.07217015,"about_ca_system_score_codex":0.005127746,"about_ca_system_score_gemma":0.0026760434,"threshold_uncertainty_score":0.14350015},"labels":[],"label_agreement":null},{"id":"W2930318613","doi":"10.5751/es-10716-240131","title":"The potential of models and modeling for social-ecological systems research: the reference frame ModSES","year":2019,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft; European Commission","keywords":"Frame (networking); Ecology; Ecological systems theory; Environmental resource management; Computer science; Geography; Environmental science; Biology","score_opus":0.09097381754765095,"score_gpt":0.31757372391838373,"score_spread":0.2265999063707328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2930318613","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":[0.003549239,0.19849837,0.4859116,0.25280964,0.010586034,0.00018107376,0.00073669734,0.00082792935,0.046899367],"genre_scores_gemma":[0.1927513,0.1197526,0.62947106,0.02076375,0.020904422,0.0022451372,0.0011484594,0.0009934311,0.011969903],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9575016,0.032405715,0.0019959516,0.0021993483,0.005438238,0.00045928892],"domain_scores_gemma":[0.8964274,0.076976836,0.0021039871,0.016161285,0.0066446457,0.0016858121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07463833,0.0029818958,0.00452441,0.0072633894,0.0029194078,0.008988099,0.0053257677,0.0100456085,0.0059100855],"category_scores_gemma":[0.08319062,0.0017400068,0.0027922979,0.004436997,0.021575054,0.01992789,0.009938266,0.01564439,0.0020923414],"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":[0.000021477801,0.000022510218,0.00013811923,0.00022905483,0.00004341781,0.000039441384,0.00026695436,0.002419621,0.00007183354,0.9604961,0.013074858,0.023176592],"study_design_scores_gemma":[0.000015144159,0.000022626684,0.000057584195,0.00039850737,0.000017110866,0.000035417437,0.0000808323,0.004002237,0.000070230264,0.9543423,0.040938593,0.000019415576],"about_ca_topic_score_codex":0.007011666,"about_ca_topic_score_gemma":0.0047584483,"teacher_disagreement_score":0.07463833,"about_ca_system_score_codex":0.007816965,"about_ca_system_score_gemma":0.0076202145,"threshold_uncertainty_score":0.3947299},"labels":[],"label_agreement":null},{"id":"W2936828874","doi":"10.1016/j.scitotenv.2019.04.129","title":"Building on Margalef: Testing the links between landscape structure, energy and information flows driven by farming and biodiversity","year":2019,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":32,"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":"Social Sciences and Humanities Research Council of Canada; Ministerio de Economía y Competitividad","keywords":"Species richness; Biodiversity; Agroecosystem; Geography; Ecology; Habitat; Environmental resource management; Biomass (ecology); Metropolitan area; Agriculture; Agroforestry; Environmental science; Biology","score_opus":0.0060313690964537365,"score_gpt":0.1706982423618795,"score_spread":0.16466687326542576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936828874","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":[0.99028814,0.00007139923,0.002124809,0.0005154573,0.00002199856,0.00003237819,0.00035048454,0.000038206934,0.0065571684],"genre_scores_gemma":[0.9937795,0.00003849861,0.002738902,0.000101117104,0.000011861826,0.00005723822,0.00030203426,0.000024708404,0.0029461968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991621,0.00050205213,0.000014277562,0.00015454025,0.00008960538,0.00007742175],"domain_scores_gemma":[0.9808154,0.016577845,0.0007091957,0.0010050819,0.00048903684,0.00040336294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026603686,0.00060332596,0.00047013958,0.0006971499,0.0012235886,0.0011753159,0.0008376254,0.001119511,0.010678695],"category_scores_gemma":[0.023725009,0.00019645819,0.00111742,0.0007372115,0.001339926,0.002794422,0.0015404285,0.000861964,0.00075430074],"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":[0.0046830764,0.0034873397,0.60227114,0.00075761724,0.0020393666,0.0021092321,0.0134204,0.04868937,0.00820704,0.12917556,0.016542036,0.16861793],"study_design_scores_gemma":[0.0009469301,0.0055097714,0.73158413,0.00021285407,0.0016297651,0.00072348746,0.014274492,0.12207889,0.008801923,0.085600585,0.028369961,0.0002672758],"about_ca_topic_score_codex":0.040550023,"about_ca_topic_score_gemma":0.047957536,"teacher_disagreement_score":0.040550023,"about_ca_system_score_codex":0.0008228273,"about_ca_system_score_gemma":0.000995374,"threshold_uncertainty_score":0.08062798},"labels":[],"label_agreement":null},{"id":"W293896127","doi":"10.1023/a:1024002617932","title":"Between Economics and Ecology: Some Historical and Philosophical Considerations for Modelers of Natural Capital","year":2003,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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 Toronto","funders":"","keywords":"Perspective (graphical); Discipline; Ecology; Economic model; Natural capital; Economics; Sociology; Positive economics; Social science; Ecosystem services; Computer science; Biology","score_opus":0.021904040631651085,"score_gpt":0.24681070976988218,"score_spread":0.2249066691382311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W293896127","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":[0.019481335,0.056828164,0.0828273,0.729132,0.003096066,0.00006320505,0.00016033261,0.0000845016,0.108327165],"genre_scores_gemma":[0.8336447,0.03275055,0.039473247,0.0620104,0.01228268,0.0005135663,0.00009516897,0.00031956725,0.018910175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99725205,0.0016901147,0.00011435533,0.00032672385,0.00039340794,0.00022341376],"domain_scores_gemma":[0.98473907,0.011985478,0.0006923262,0.0006894134,0.0009984331,0.00089528505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013868088,0.0008226097,0.0011127281,0.0029133887,0.0074657826,0.013690618,0.0028546292,0.011803205,0.0063944953],"category_scores_gemma":[0.02070997,0.00093596,0.00076352764,0.0039049047,0.06399886,0.042993262,0.004900641,0.0175359,0.00046417833],"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":[0.0000065991144,0.000008130685,0.000065898595,0.000013116861,0.000002506782,0.000022498063,0.00059582334,0.00026196722,0.000016653863,0.9966092,0.0013249841,0.00107279],"study_design_scores_gemma":[0.000008253691,0.0000060891466,0.000110828805,0.000048473376,0.0000024550018,0.00003914305,0.0004838604,0.0007181679,0.000026829424,0.98327214,0.015273008,0.000010776428],"about_ca_topic_score_codex":0.008233847,"about_ca_topic_score_gemma":0.009054506,"teacher_disagreement_score":0.013868088,"about_ca_system_score_codex":0.008110553,"about_ca_system_score_gemma":0.003470402,"threshold_uncertainty_score":0.07334238},"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":"W2950708120","doi":"10.82308/51856","title":"Integrating metaecosystem theory with ecological stiochiometry","year":2014,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Agence Nationale de la Recherche; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Ecological stoichiometry; Ecology; Ecosystem; Ecological systems theory; Trophic level; Ecological network; Theoretical ecology; Computer science; Biology; Sociology; Population","score_opus":0.008648727085576126,"score_gpt":0.19984552361469293,"score_spread":0.1911967965291168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950708120","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":[0.052120678,0.0010934978,0.9115931,0.0020336607,0.00015167773,0.00005331477,0.00011320121,0.000119806966,0.032720968],"genre_scores_gemma":[0.8486814,0.0017660224,0.14191598,0.00035110934,0.00025455933,0.00020713476,0.00011653286,0.00009681111,0.0066104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99937123,0.00020008828,0.0000411026,0.00012882745,0.00019740501,0.000061331244],"domain_scores_gemma":[0.99886465,0.00042643747,0.0002698143,0.00019718739,0.00012774403,0.000114213886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012801406,0.000506515,0.0005805743,0.0012794489,0.00060481485,0.0017680001,0.0012668618,0.00075939763,0.0032887612],"category_scores_gemma":[0.002506201,0.0003490008,0.0012561112,0.0007902499,0.0023632722,0.0044566165,0.0026945355,0.0015806735,0.00025761215],"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":[0.0000023271089,0.0000087959625,0.0005607983,0.000024173345,0.00001593983,0.00003317014,0.0000675214,0.045118947,0.00045496714,0.9503348,0.00024251055,0.00313598],"study_design_scores_gemma":[0.000004877172,0.000013998628,0.00055539195,0.000013957836,0.0000069345833,0.00005443534,0.000052775784,0.18546411,0.00014182166,0.8099411,0.0037389765,0.000011580925],"about_ca_topic_score_codex":0.002769028,"about_ca_topic_score_gemma":0.0022490807,"teacher_disagreement_score":0.0032887612,"about_ca_system_score_codex":0.0019028353,"about_ca_system_score_gemma":0.0012997029,"threshold_uncertainty_score":0.013806105},"labels":[],"label_agreement":null},{"id":"W2961377855","doi":"10.1016/j.jclepro.2019.117670","title":"A hybrid model of LCA and emergy for co-benefits assessment associated with waste and by-product reutilization","year":2019,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainability and Ecological Systems Analysis","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":false,"ca_institutions":"Dalhousie University","funders":"National Natural Science Foundation of China","keywords":"Emergy; Scrap; Life-cycle assessment; Environmental economics; Greenhouse gas; Scenario analysis; Engineering; Sustainability; Waste management; Business; Production (economics); Economics","score_opus":0.012820494545081731,"score_gpt":0.23635778153443807,"score_spread":0.22353728698935632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2961377855","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":[0.35512483,0.0016685989,0.55764383,0.002412046,0.0003029661,0.00033688,0.004103996,0.0005982002,0.07780864],"genre_scores_gemma":[0.96081966,0.0004237584,0.017181369,0.00013070159,0.000047252503,0.00031931646,0.00043036143,0.00008704677,0.020560503],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994803,0.00017116929,0.000027795193,0.000115878494,0.00008078274,0.00012416685],"domain_scores_gemma":[0.99878865,0.00072497525,0.00010948339,0.00006117548,0.00021692376,0.000098685094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012066334,0.00095638,0.0014769891,0.0012255604,0.00076565845,0.0024545977,0.002845226,0.0033596968,0.008157217],"category_scores_gemma":[0.0024963478,0.0008898557,0.0017670065,0.0018206033,0.0011523085,0.0027190372,0.001393144,0.0014543828,0.00074240955],"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":[0.000031303203,0.00002619275,0.00053134,0.000028288774,0.000034311648,0.000062010746,0.000015318215,0.9909876,0.0003132535,0.0063759713,0.00019283939,0.0014015377],"study_design_scores_gemma":[0.00000936132,0.000012895578,0.00019927885,0.0000054907746,0.000015900725,0.000010843911,0.000013720766,0.9971763,0.00007301754,0.0022060673,0.00026916387,0.000007957596],"about_ca_topic_score_codex":0.04724676,"about_ca_topic_score_gemma":0.028442666,"teacher_disagreement_score":0.04724676,"about_ca_system_score_codex":0.002674448,"about_ca_system_score_gemma":0.0025195193,"threshold_uncertainty_score":0.09394348},"labels":[],"label_agreement":null},{"id":"W2966007680","doi":"10.4000/vertigo.23302","title":"La terre et le béton : le projet d’urbanisme considéré sous l’angle du métabolisme territorial","year":2018,"lang":"fr","type":"article","venue":"VertigO","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ton; Humanities; Political science; Art; Geography; Archaeology","score_opus":0.01072385684250736,"score_gpt":0.23052303940416216,"score_spread":0.21979918256165482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966007680","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":[0.34390077,0.0066993907,0.46742427,0.0040913755,0.00032085957,0.00026669257,0.0017559862,0.00037883013,0.17516185],"genre_scores_gemma":[0.84205955,0.0030415202,0.1253656,0.0002640391,0.00007565049,0.00026571946,0.0006893796,0.00020292285,0.028035609],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985719,0.0005413663,0.00005096315,0.00032908193,0.00038409766,0.00012260475],"domain_scores_gemma":[0.998708,0.0005945048,0.0001740195,0.00013560668,0.00029430768,0.00009355348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014732855,0.00072366453,0.0005699432,0.0032250476,0.0015437969,0.006929704,0.0008610004,0.0011745717,0.0076231183],"category_scores_gemma":[0.0033498376,0.00038628303,0.0007063908,0.004062587,0.0035946837,0.0046382872,0.0025458955,0.0010923679,0.00071468635],"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":[0.0001728172,0.00006650362,0.06220813,0.0009614814,0.00017736276,0.00053519855,0.027532807,0.020785768,0.006338018,0.6830437,0.003499303,0.19467887],"study_design_scores_gemma":[0.000034090317,0.0002758393,0.19129893,0.0017547053,0.00023917135,0.0011383522,0.076160714,0.03996645,0.008722329,0.30231217,0.37784532,0.00025193972],"about_ca_topic_score_codex":0.03742878,"about_ca_topic_score_gemma":0.0626019,"teacher_disagreement_score":0.03742878,"about_ca_system_score_codex":0.0034773434,"about_ca_system_score_gemma":0.0023194808,"threshold_uncertainty_score":0.07442188},"labels":[],"label_agreement":null},{"id":"W2972311763","doi":"10.1002/pan3.10048","title":"A complex systems framework for the sustainability doughnut","year":2019,"lang":"en","type":"article","venue":"People and Nature","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":20,"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 Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Planetary boundaries; Sustainability; Social equality; Poverty; Equity (law); Natural resource economics; Geography; Economics; Business; Public economics; Economic growth; Political science; Ecology","score_opus":0.0068554423789080506,"score_gpt":0.24945434857770146,"score_spread":0.2425989061987934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972311763","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":[0.09409666,0.002478956,0.81735414,0.019292992,0.00035622367,0.00027061818,0.0013867052,0.000390139,0.06437346],"genre_scores_gemma":[0.9428431,0.0009814188,0.045470715,0.00054281444,0.00023971882,0.00050953665,0.00026646542,0.00007450119,0.009071626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972825,0.0016097792,0.00006299187,0.00049513596,0.00031386194,0.00023564768],"domain_scores_gemma":[0.99345016,0.0045675016,0.00078616216,0.00022950517,0.0005638342,0.00040280758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037003218,0.0009039626,0.0010394205,0.0019597795,0.0016180759,0.0042987815,0.002019581,0.0018609883,0.010501452],"category_scores_gemma":[0.010048369,0.00047669213,0.00147439,0.001968213,0.004460016,0.0037284652,0.0036610167,0.0025314281,0.000625386],"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":[0.000011643408,0.000028981614,0.0023454577,0.00005675125,0.00006129139,0.00011772071,0.00030386177,0.12934041,0.000088539906,0.8624633,0.0013890528,0.0037930158],"study_design_scores_gemma":[0.00000997545,0.00003485053,0.0010324374,0.000037841728,0.000016742786,0.000043973385,0.00027749344,0.3512968,0.000026015954,0.6419312,0.0052710758,0.000021612455],"about_ca_topic_score_codex":0.016503269,"about_ca_topic_score_gemma":0.01013164,"teacher_disagreement_score":0.016503269,"about_ca_system_score_codex":0.0045407717,"about_ca_system_score_gemma":0.0029432925,"threshold_uncertainty_score":0.03513086},"labels":[],"label_agreement":null},{"id":"W2972991779","doi":"10.1016/j.ecolecon.2019.106447","title":"Metabolic relationships between cities and hinterland: a political-industrial ecology of energy metabolism of Saint-Nazaire metropolitan and port area (France)","year":2019,"lang":"en","type":"article","venue":"Ecological Economics","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":56,"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":"Agence de l'Environnement et de la Maîtrise de l'Energie; Agence Nationale de la Recherche","keywords":"Urban metabolism; Metropolitan area; Port (circuit theory); Industrial ecology; Political ecology; Politics; Industrial symbiosis; Order (exchange); Material flow analysis; Economic geography; Regional science; Ecology; Sociology; Environmental planning; Environmental resource management; Geography; Business; Urban planning; Political science; Sustainability; Economics; Engineering; Biology","score_opus":0.020935635304845195,"score_gpt":0.20646368742069904,"score_spread":0.18552805211585385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972991779","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":[0.99462885,0.00017240948,0.00013176136,0.00096261606,0.000003335128,0.000004955583,0.00022664592,0.0000049665173,0.0038645153],"genre_scores_gemma":[0.9987477,0.000089482084,0.000083051586,0.00003315444,0.0000035854976,0.0000026531582,0.00009552472,0.0000022936701,0.00094250345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998047,0.00007948121,0.000004502423,0.000020737807,0.00001665089,0.00007385952],"domain_scores_gemma":[0.99960834,0.00009198552,0.00011083758,0.000015773167,0.0000847606,0.00008841539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002819096,0.00015201376,0.000140726,0.0012738664,0.0008787199,0.0019947325,0.0004054269,0.00040961316,0.005161393],"category_scores_gemma":[0.00075712876,0.00013478234,0.00023679933,0.0020860725,0.0011970355,0.00068435556,0.0009631246,0.00032199293,0.00018893162],"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":[0.000439811,0.00016227261,0.92845595,0.000041806732,0.00012398153,0.00049560185,0.0046734423,0.0037638322,0.0018707598,0.041563783,0.0018459863,0.016562724],"study_design_scores_gemma":[0.000012090457,0.000017135531,0.98825294,0.000013446498,0.000012977378,0.000044081135,0.0056896927,0.0018933564,0.00009415389,0.0014291846,0.0025333625,0.000007648655],"about_ca_topic_score_codex":0.30799922,"about_ca_topic_score_gemma":0.5065631,"teacher_disagreement_score":0.30799922,"about_ca_system_score_codex":0.0048222537,"about_ca_system_score_gemma":0.0015576304,"threshold_uncertainty_score":0.6124129},"labels":[],"label_agreement":null},{"id":"W2974778126","doi":"10.2495/sdp-v14-n4-367-378","title":"Evaluation on the sustainability of urbanization process based on biological footprint model","year":2019,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Urbanization; Footprint; Ecological footprint; Process (computing); Environmental science; Environmental resource management; Environmental planning; Natural resource economics; Computer science; Geography; Ecology; Economics; Economic growth","score_opus":0.025905965440333772,"score_gpt":0.27337846768117996,"score_spread":0.2474725022408462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974778126","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":[0.89208937,0.00043787138,0.08573961,0.00051311566,0.00005079976,0.00013876715,0.0004755974,0.00016436771,0.020390483],"genre_scores_gemma":[0.9952225,0.00015184795,0.0036542,0.00001152304,0.0000054001734,0.000045830522,0.00017504398,0.0000100434445,0.0007236324],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995383,0.00018628153,0.000023427177,0.000059141432,0.00009594815,0.000096887794],"domain_scores_gemma":[0.99894315,0.0005563811,0.00010396501,0.000052519146,0.00026703824,0.00007707051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013519118,0.000574232,0.00043173067,0.0010593326,0.00040350022,0.0011883384,0.0006310269,0.00074167835,0.0018930186],"category_scores_gemma":[0.0024042286,0.00016587928,0.00084098184,0.0008658964,0.00053158874,0.0013267789,0.00076619897,0.00043204482,0.00010188444],"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":[0.000041112296,0.00004610295,0.012718736,0.00004172365,0.000026367532,0.00011255926,0.000041354488,0.97385097,0.0003515128,0.0055589005,0.00025824012,0.0069525004],"study_design_scores_gemma":[0.0000063331195,0.00003652322,0.0024434356,0.000008792044,0.000016653308,0.0000190471,0.000096929536,0.9949805,0.00023677961,0.0018604508,0.00028733548,0.0000072598837],"about_ca_topic_score_codex":0.026346782,"about_ca_topic_score_gemma":0.011381458,"teacher_disagreement_score":0.026346782,"about_ca_system_score_codex":0.0018367926,"about_ca_system_score_gemma":0.001561225,"threshold_uncertainty_score":0.05238682},"labels":[],"label_agreement":null},{"id":"W2990250159","doi":"","title":"Current and future applications for biochar","year":2016,"lang":"en","type":"book","venue":"","topic":"Sustainability and Ecological Systems Analysis","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":"","keywords":"Biochar; Current (fluid); Environmental science; Waste management; Engineering; Geology; Pyrolysis; Oceanography","score_opus":0.00871589956288974,"score_gpt":0.23299249014123957,"score_spread":0.22427659057834984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990250159","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":[0.0010879376,0.6887936,0.025727965,0.007904749,0.017388219,0.000049539973,0.0004496735,0.000601591,0.25799668],"genre_scores_gemma":[0.0041140136,0.41707242,0.026246857,0.0045806505,0.0043295915,0.000059035345,0.0005947474,0.0004940391,0.5425087],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996402,0.000027559427,0.000014339646,0.000055222215,0.00024004531,0.000022735368],"domain_scores_gemma":[0.9997234,0.00012004483,0.000013241017,0.000025110408,0.00008619648,0.000032058986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007062117,0.0011727058,0.00086304557,0.0015023678,0.00049448514,0.002616739,0.0011428484,0.0015088796,0.030232785],"category_scores_gemma":[0.0008269287,0.00050600275,0.00070205296,0.0024887114,0.0006585565,0.0035680432,0.0015177123,0.0029803016,0.018153502],"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":[0.000044536195,0.000050609986,0.00008513629,0.001461946,0.000021964852,0.00013359055,0.000082516686,0.00094464386,0.012268722,0.05197107,0.26877862,0.6641567],"study_design_scores_gemma":[0.000002240794,0.000012252014,0.00005731147,0.00013565076,0.000004388199,0.0001938996,0.000015923382,0.00018349748,0.0009398404,0.013100649,0.9853475,0.0000067688316],"about_ca_topic_score_codex":0.0007555136,"about_ca_topic_score_gemma":0.0028882502,"teacher_disagreement_score":0.030232785,"about_ca_system_score_codex":0.0009676468,"about_ca_system_score_gemma":0.0007034597,"threshold_uncertainty_score":0.10113877},"labels":[],"label_agreement":null},{"id":"W3024956015","doi":"10.1016/j.scitotenv.2020.139394","title":"Multi-dimensional diagnosis model for the sustainable development of regions facing water scarcity problem: A case study for Guangdong, China","year":2020,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":29,"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 Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Water scarcity; Scarcity; Sustainable development; China; Socioeconomic development; Water resources; Water quality; Socioeconomic status; Business; Wastewater; Natural resource economics; Water resource management; Environmental economics; Environmental planning; Environmental resource management; Environmental science; Environmental engineering; Economics; Geography; Economic growth; Ecology","score_opus":0.03547648283788882,"score_gpt":0.24073100087651875,"score_spread":0.20525451803862993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024956015","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":[0.7240383,0.0010720488,0.2549829,0.0023415107,0.00013573826,0.0002643062,0.0011510886,0.0004475426,0.015566595],"genre_scores_gemma":[0.991305,0.00013656582,0.0055552037,0.00002883431,0.0000128493675,0.00005705313,0.00012522188,0.0000074878612,0.0027717578],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9997036,0.00008780391,0.00001806465,0.00007543552,0.000043397955,0.000071665796],"domain_scores_gemma":[0.99923134,0.00047884483,0.00008569337,0.000020410525,0.00012514582,0.000058554735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007690969,0.00082918734,0.00087469607,0.0008728565,0.00095515203,0.0014091422,0.0013166117,0.002112607,0.0037803145],"category_scores_gemma":[0.001245734,0.00046255506,0.0009235277,0.0006133412,0.00080865825,0.0008772146,0.0012418855,0.0007956051,0.00012730765],"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":[0.000049094513,0.00003650448,0.001643559,0.000041845688,0.000021247943,0.00033695172,0.00006555253,0.9920176,0.00042978593,0.0024538073,0.00028982692,0.0026142371],"study_design_scores_gemma":[0.000008737213,0.000016528362,0.00031316944,0.0000025828213,0.000009073869,0.000013542428,0.00003456713,0.9988072,0.00005883881,0.00062865956,0.00010296746,0.0000041876656],"about_ca_topic_score_codex":0.086900145,"about_ca_topic_score_gemma":0.05689392,"teacher_disagreement_score":0.086900145,"about_ca_system_score_codex":0.0024393895,"about_ca_system_score_gemma":0.0021980277,"threshold_uncertainty_score":0.17278868},"labels":[],"label_agreement":null},{"id":"W3028501993","doi":"10.1111/ele.13513","title":"Response to technical comment ‘A cautionary note for users of linear diversification dependencies’","year":2020,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"H2020 European Research Council","keywords":"Diversification (marketing strategy); Computer science; Ecology; Econometrics; Data science; Economics; Biology; Business; Marketing","score_opus":0.018934764124635937,"score_gpt":0.24972796161720584,"score_spread":0.2307931974925699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028501993","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":[0.00015964628,0.00037137922,0.0010869534,0.92714053,0.06787024,0.000042260282,0.00059098826,0.0008185528,0.001919455],"genre_scores_gemma":[0.0013044401,0.00024116869,0.0007361373,0.9670085,0.021494342,0.00017140982,0.00014699007,0.0005481647,0.008348854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9858403,0.004079483,0.002087587,0.0018911477,0.0048905783,0.0012109902],"domain_scores_gemma":[0.89686924,0.055664387,0.0072790855,0.0035639792,0.0326229,0.004000442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020083075,0.0019790705,0.0020339545,0.0017745256,0.0044781268,0.00483758,0.0036193598,0.030413903,0.04795191],"category_scores_gemma":[0.2068218,0.0015654266,0.002449565,0.0014997178,0.004549922,0.006269442,0.004633224,0.04359686,0.057930704],"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":[0.000014972413,0.0000034783513,0.000054798733,0.000037700673,0.0000036334523,0.00008147929,0.000110836656,0.000018426308,0.00006422238,0.00040274864,0.99793696,0.0012707723],"study_design_scores_gemma":[0.000032981825,0.000024808885,0.0005338431,0.0003179759,0.000013203183,0.00032541185,0.00037710977,0.00019635021,0.00031598166,0.0023603688,0.9954314,0.000070490714],"about_ca_topic_score_codex":0.011936823,"about_ca_topic_score_gemma":0.009045523,"teacher_disagreement_score":0.04795191,"about_ca_system_score_codex":0.004376752,"about_ca_system_score_gemma":0.0061700265,"threshold_uncertainty_score":0.16041511},"labels":[],"label_agreement":null},{"id":"W3093635243","doi":"10.5194/esd-12-671-2021","title":"Earth system economics: a biophysical approach to the human component of the Earth system","year":2021,"lang":"en","type":"article","venue":"Earth System Dynamics","topic":"Sustainability and Ecological Systems Analysis","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":"McGill University","funders":"H2020 European Research Council; Horizon 2020 Framework Programme; European Commission","keywords":"Earth system science; Isolation (microbiology); Component (thermodynamics); Computer science; Population; Management science; Artificial intelligence; Operations research; Data science; Ecology; Engineering; Sociology","score_opus":0.00821270088979322,"score_gpt":0.18327069564637008,"score_spread":0.17505799475657685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093635243","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":[0.052916892,0.010456022,0.7277141,0.042767845,0.0009810493,0.00011566953,0.0006803749,0.00013714301,0.16423088],"genre_scores_gemma":[0.9217266,0.0080962535,0.047924582,0.0013190504,0.0008267358,0.00016658092,0.00013379064,0.000056650475,0.019749722],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997054,0.00016747644,0.000008122691,0.000034737204,0.00006180664,0.000022388105],"domain_scores_gemma":[0.99960905,0.00020423587,0.000038963117,0.000033885008,0.00006211508,0.000051840037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063171017,0.0004991293,0.00037625048,0.0009713989,0.00073175435,0.0022309143,0.00090522657,0.0010069635,0.005149671],"category_scores_gemma":[0.0012041855,0.00017366349,0.000506833,0.001161005,0.0030684974,0.0022942482,0.0013994784,0.0016367626,0.00031872527],"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":[0.0000024604312,0.0000074364375,0.00039590348,0.0000245808,0.000009296548,0.000028669157,0.00006629958,0.023321165,0.00008743337,0.97246045,0.0011259917,0.0024703282],"study_design_scores_gemma":[0.000004652342,0.000016203676,0.0008031779,0.00003184457,0.0000075363228,0.00003796155,0.00019334549,0.04857148,0.000049849477,0.93361425,0.016660733,0.000008971019],"about_ca_topic_score_codex":0.0072664474,"about_ca_topic_score_gemma":0.006043605,"teacher_disagreement_score":0.0072664474,"about_ca_system_score_codex":0.0024319561,"about_ca_system_score_gemma":0.0018602756,"threshold_uncertainty_score":0.01764518},"labels":[],"label_agreement":null},{"id":"W3095891764","doi":"10.1101/2020.11.03.366054","title":"Exploring the relationship between functional structure and ecosystem multifunctionality requires intraspecific trait variability","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"China Scholarship Council; National Natural Science Foundation of China; Lanzhou University","keywords":"Intraspecific competition; Trait; Computer science; Data science; Ecology; Biology","score_opus":0.08050562845902126,"score_gpt":0.22435866018684228,"score_spread":0.14385303172782102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095891764","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":[0.921135,0.00069428235,0.06607427,0.0017600969,0.00022175872,0.000031943473,0.0046608998,0.00043088663,0.004990914],"genre_scores_gemma":[0.9826454,0.00024789674,0.013296521,0.0001905845,0.00006178404,0.000042901902,0.002105726,0.00029491854,0.0011143704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851435,0.0004793512,0.000115923154,0.00054176844,0.00021374016,0.00013480114],"domain_scores_gemma":[0.98911566,0.0066329166,0.0012528461,0.0018184058,0.00070375204,0.00047645072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040275264,0.0004144127,0.0006025916,0.0011117148,0.00046839126,0.002527638,0.00035287853,0.0006205533,0.0048171123],"category_scores_gemma":[0.011574603,0.00027953056,0.00083256565,0.001476149,0.0007214342,0.0016289443,0.0010257971,0.0013872954,0.0009687186],"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":[0.0008415019,0.0001891655,0.5840447,0.0009596732,0.002172073,0.0007278267,0.0019967714,0.0046097734,0.25247377,0.009368721,0.0058700074,0.13674597],"study_design_scores_gemma":[0.000020687481,0.00019800155,0.91742444,0.00010375049,0.00044986128,0.00057797163,0.0007146434,0.022911184,0.021326996,0.026961328,0.009211393,0.00009979043],"about_ca_topic_score_codex":0.00091200345,"about_ca_topic_score_gemma":0.0018169933,"teacher_disagreement_score":0.0048171123,"about_ca_system_score_codex":0.0003215481,"about_ca_system_score_gemma":0.00043452653,"threshold_uncertainty_score":0.021299899},"labels":[],"label_agreement":null},{"id":"W3096797053","doi":"10.15666/aeer/1302_569582","title":"DEVELOPING A QUANTITATIVE INDEX OF INTEGRITY AS A COMPREHENSIVE MEASURE IN ECOLOGICAL CHANGE ANALYSIS","year":2015,"lang":"en","type":"article","venue":"Applied Ecology and Environmental Research","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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 Waterloo","funders":"University of Waterloo","keywords":"Index (typography); Measure (data warehouse); Change analysis; Ecology; Environmental resource management; Geography; Environmental science; Computer science; Physical geography; Data mining; Biology; World Wide Web","score_opus":0.19711777088201318,"score_gpt":0.37436454210043024,"score_spread":0.17724677121841706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096797053","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":[0.66271627,0.0008643707,0.31036368,0.0005121657,0.00007966105,0.000519541,0.0020975075,0.00036360198,0.022483252],"genre_scores_gemma":[0.91461587,0.00019453756,0.082953714,0.000032376236,0.00003198751,0.00026844698,0.0010504868,0.000019377681,0.0008331972],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997769,0.00058835786,0.0003165627,0.00021452985,0.00097238045,0.00013928793],"domain_scores_gemma":[0.9952514,0.0013143965,0.00120007,0.0004247938,0.0015200755,0.00028930543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029883971,0.00051774574,0.00049036474,0.007101823,0.0007521681,0.0021269934,0.00054359995,0.000517686,0.0013552113],"category_scores_gemma":[0.0070049036,0.0001571519,0.00054998323,0.0052149235,0.0010187931,0.0025013266,0.001414028,0.0006874917,0.00018873859],"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":[0.00013589815,0.00028414375,0.6725004,0.00052198325,0.00041972223,0.00030910296,0.0027793413,0.02236368,0.010215527,0.019144928,0.0027272352,0.26859802],"study_design_scores_gemma":[0.000013506472,0.00057717075,0.8484768,0.00023912753,0.0001624448,0.0005975902,0.0069127125,0.10125478,0.007860515,0.020286096,0.013484432,0.00013474881],"about_ca_topic_score_codex":0.002793092,"about_ca_topic_score_gemma":0.0052110413,"teacher_disagreement_score":0.007101823,"about_ca_system_score_codex":0.0010203962,"about_ca_system_score_gemma":0.00076257065,"threshold_uncertainty_score":0.01580435},"labels":[],"label_agreement":null},{"id":"W3107252148","doi":"10.1016/j.enconman.2020.113666","title":"Economic and environmental assessment using emergy of a geothermal power plant","year":2020,"lang":"en","type":"article","venue":"Energy Conversion and Management","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":71,"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 Ontario Institute of Technology","funders":"","keywords":"Emergy; Exergy; Geothermal energy; Geothermal power; Activity-based costing; Environmental science; Environmental economics; Environmental engineering; Geothermal gradient; Engineering; Sustainability; Economics; Waste management; Ecology","score_opus":0.006908871282765983,"score_gpt":0.18897320000563464,"score_spread":0.18206432872286865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107252148","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":[0.9961922,0.000023171204,0.0013283909,0.000040266954,0.00000274455,0.000006592806,0.00019030788,0.0000050040085,0.00221134],"genre_scores_gemma":[0.99878377,0.000020783935,0.0004197081,0.0000019398203,0.0000013663253,0.0000029748608,0.00006181335,0.000003219605,0.00070455595],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9998871,0.00003353964,0.0000065653808,0.000017059943,0.000032332584,0.000023409888],"domain_scores_gemma":[0.9994843,0.00034612953,0.000048627044,0.00002106002,0.000065559645,0.000034316432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043876775,0.00028586795,0.0002345939,0.0007703963,0.0003979264,0.00079969293,0.00033962558,0.0004785273,0.0019582168],"category_scores_gemma":[0.0011973395,0.00018591547,0.0004331368,0.0007181687,0.00032687426,0.0013333332,0.00052060955,0.0005102696,0.00008347653],"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":[0.0007181941,0.00021676367,0.09634701,0.00008228017,0.00010961187,0.0011311036,0.000069957314,0.8723069,0.005995179,0.006021767,0.00027665886,0.016724534],"study_design_scores_gemma":[0.000027597633,0.00041087833,0.08209592,0.000015031197,0.000055186396,0.00020260077,0.00047653835,0.9062139,0.0066468352,0.0031189506,0.0007092943,0.000027344426],"about_ca_topic_score_codex":0.0070006554,"about_ca_topic_score_gemma":0.013439448,"teacher_disagreement_score":0.0070006554,"about_ca_system_score_codex":0.0010686085,"about_ca_system_score_gemma":0.00025609822,"threshold_uncertainty_score":0.01391983},"labels":[],"label_agreement":null},{"id":"W3108141909","doi":"10.1007/978-3-030-58399-6_8","title":"A Hybrid Model for Sustainable Urban Metabolism in Metropolitan Communities","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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":"British Columbia Institute of Technology","funders":"","keywords":"Urban metabolism; Metropolitan area; Resource (disambiguation); Environmental planning; Sustainability; Sustainable development; Urban planning; Environmental resource management; Computer science; Business; Ecology; Engineering; Geography; Civil engineering; Environmental science; Biology; Urban density","score_opus":0.02305324667250518,"score_gpt":0.22272667776156857,"score_spread":0.19967343108906338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108141909","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":[0.07592513,0.0009697667,0.7870578,0.0022797075,0.00024536293,0.00008104463,0.0009365712,0.0003311886,0.1321734],"genre_scores_gemma":[0.8353516,0.0007192576,0.07211245,0.00025311793,0.00009298635,0.00026882306,0.00042820701,0.00022507818,0.09054852],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986744,0.00006139013,0.0000041145026,0.000022796947,0.000022749386,0.000021455615],"domain_scores_gemma":[0.9998357,0.00008520672,0.000011997906,0.000013645001,0.00002836744,0.000025031934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030192267,0.00039687986,0.000525991,0.00028374887,0.000565812,0.001287178,0.0015616466,0.0013018071,0.010902333],"category_scores_gemma":[0.0007407975,0.0003248026,0.00066394976,0.00061459496,0.00070895115,0.0014188401,0.0012421753,0.0009403111,0.0006834864],"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":[0.000022695012,0.00002376977,0.00021678329,0.000032743646,0.000017683593,0.00006742939,0.00007580697,0.78844696,0.0005152358,0.20087554,0.002785587,0.0069197766],"study_design_scores_gemma":[0.0000070786004,0.000009046073,0.00007189638,0.0000058018345,0.0000055588453,0.000014529111,0.000032812346,0.93609023,0.00006383117,0.06101638,0.0026768604,0.0000059545637],"about_ca_topic_score_codex":0.014935596,"about_ca_topic_score_gemma":0.015289646,"teacher_disagreement_score":0.014935596,"about_ca_system_score_codex":0.001398001,"about_ca_system_score_gemma":0.00093863235,"threshold_uncertainty_score":0.036471963},"labels":[],"label_agreement":null},{"id":"W3112611871","doi":"10.3390/agronomy10121967","title":"Analysing the Structure of the Global Wheat Trade Network: An ERGM Approach","year":2020,"lang":"en","type":"article","venue":"Agronomy","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":49,"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":"European Regional Development Fund; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España","keywords":"Openness to experience; Exponential random graph models; Reciprocity (cultural anthropology); Distribution (mathematics); Statistical inference; International trade; Preferential attachment; Gravity model of trade; Inference; Business; Economics; Economic geography; Econometrics; Graph; Complex network; Statistics; Mathematics; Computer science; Random graph","score_opus":0.012129655140417665,"score_gpt":0.20145733698593585,"score_spread":0.18932768184551818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112611871","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":[0.68204993,0.0012754094,0.30482206,0.0012262932,0.000043925083,0.00018347225,0.0045271344,0.00030343403,0.0055683367],"genre_scores_gemma":[0.94150925,0.00048376463,0.05348119,0.000074611795,0.000051678977,0.00015590542,0.00305133,0.000036275153,0.0011561642],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989502,0.00065127417,0.000049792427,0.00020109798,0.00008105173,0.000066638975],"domain_scores_gemma":[0.98874867,0.0087111,0.0014254987,0.00061885954,0.00032889677,0.00016703815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029612475,0.00041581393,0.0004971881,0.0067478525,0.00040462764,0.0012956853,0.0008269429,0.0008644002,0.0022280717],"category_scores_gemma":[0.013806125,0.00025855284,0.0011997084,0.0046737012,0.0007033361,0.0019992874,0.0009926292,0.0007512477,0.00026819375],"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":[0.00015753583,0.0002869894,0.3009899,0.00053851976,0.0010825539,0.0009404494,0.0015355907,0.48919943,0.0019023807,0.12526348,0.002909671,0.07519349],"study_design_scores_gemma":[0.000019333303,0.000089023226,0.11628731,0.000084395695,0.000159237,0.00028373665,0.0010895025,0.802238,0.0003255347,0.07537469,0.0040132767,0.00003586461],"about_ca_topic_score_codex":0.0052859727,"about_ca_topic_score_gemma":0.0043922905,"teacher_disagreement_score":0.0067478525,"about_ca_system_score_codex":0.0010474708,"about_ca_system_score_gemma":0.0005555673,"threshold_uncertainty_score":0.015660763},"labels":[],"label_agreement":null},{"id":"W3114507019","doi":"10.1016/j.scitotenv.2020.144876","title":"Economic sensitivity analysis of dual perspectives induced by energy scarcity for energy-dependent region","year":2020,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of Regina","funders":"National Key Research and Development Program of China; Western Economic Diversification Canada; National Natural Science Foundation of China; National Science Foundation","keywords":"Scarcity; Energy (signal processing); Energy supply; Natural resource economics; Intervention (counseling); Economic shortage; Production (economics); Business; Environmental economics; Economics; Microeconomics","score_opus":0.012498928862570986,"score_gpt":0.2010980858163229,"score_spread":0.18859915695375193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114507019","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":[0.91677123,0.0009396207,0.061509814,0.0016804818,0.00009315865,0.00012018157,0.00084113004,0.000051116487,0.017993318],"genre_scores_gemma":[0.9971512,0.00017721465,0.0014831657,0.000040417694,0.0000116168285,0.000023606164,0.00007294658,0.000009478658,0.001030341],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986161,0.0008696466,0.000026641683,0.00013401626,0.00009462372,0.0002589516],"domain_scores_gemma":[0.9937687,0.005327604,0.00029870216,0.0001847166,0.00026690055,0.00015339779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003461548,0.0006525347,0.0010701469,0.001191785,0.0004747787,0.0021594008,0.0009867233,0.0012142493,0.0037915257],"category_scores_gemma":[0.009398093,0.00050107203,0.0020936541,0.0009224926,0.0010868303,0.001593114,0.0018642037,0.0013859042,0.00007368255],"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":[0.00031790507,0.0000843276,0.0030745652,0.00014374244,0.00025808034,0.00036519914,0.000067480614,0.95433223,0.0015963691,0.036499023,0.0006604885,0.0026005725],"study_design_scores_gemma":[0.00003543194,0.00013654794,0.00451076,0.000028720164,0.00020442285,0.000097531425,0.000396036,0.96711004,0.0006790034,0.025931295,0.00082982786,0.000040390176],"about_ca_topic_score_codex":0.010589676,"about_ca_topic_score_gemma":0.005156359,"teacher_disagreement_score":0.010589676,"about_ca_system_score_codex":0.0025936782,"about_ca_system_score_gemma":0.000813071,"threshold_uncertainty_score":0.021056116},"labels":[],"label_agreement":null},{"id":"W3136313359","doi":"10.1007/s13280-020-01488-5","title":"Coupled human and natural systems: The evolution and applications of an integrated framework","year":2021,"lang":"en","type":"article","venue":"AMBIO","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":102,"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":"Natural (archaeology); Human systems engineering; Anthropocene; Schematic; Scale (ratio); Perspective (graphical); Earth system science; Ecology; Data science; Computer science; Environmental ethics; Geography; Engineering; Artificial intelligence; Cartography; Archaeology; Biology","score_opus":0.005460165552027108,"score_gpt":0.2294456819855778,"score_spread":0.2239855164335507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136313359","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":[0.26787713,0.005936549,0.6016205,0.009404318,0.00027470893,0.00009178769,0.00041720385,0.00029949957,0.11407828],"genre_scores_gemma":[0.97583723,0.0010755231,0.02140938,0.00013751407,0.00006775838,0.000049741117,0.000054642485,0.00004221566,0.0013260901],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99885094,0.0006976119,0.000028495057,0.00019479115,0.00012202872,0.000106167514],"domain_scores_gemma":[0.99829,0.0008978445,0.0002410305,0.00023164804,0.00013520612,0.0002042864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022784502,0.000468241,0.0007004003,0.0013697578,0.00097639224,0.0037744364,0.0011606512,0.0009999884,0.0036643248],"category_scores_gemma":[0.006023547,0.00045327947,0.00083767605,0.0016052427,0.004114692,0.0052230237,0.0037963614,0.0009542025,0.00015357352],"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":[0.000029826371,0.00003134852,0.0059017427,0.000061024373,0.00015598211,0.00006829512,0.0005919247,0.063545294,0.0003003009,0.9149504,0.00052885857,0.013835133],"study_design_scores_gemma":[0.000011456923,0.000026946362,0.004507806,0.000046593337,0.00006511837,0.000034888715,0.0006250962,0.101171136,0.000063972555,0.888666,0.0047604432,0.000020631804],"about_ca_topic_score_codex":0.010701358,"about_ca_topic_score_gemma":0.010536226,"teacher_disagreement_score":0.010701358,"about_ca_system_score_codex":0.002913329,"about_ca_system_score_gemma":0.0022913313,"threshold_uncertainty_score":0.021278143},"labels":[],"label_agreement":null},{"id":"W3152092768","doi":"","title":"Building sustainable communities through alternative food systems","year":2015,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Equity (law); Food systems; Psychological resilience; Planetary boundaries; Adaptation (eye); Food security; Environmental resource management; Complex adaptive system; Work (physics); Sustainable development; Geography; Environmental planning; Environmental economics; Business; Political science; Economics; Computer science; Ecology; Engineering; Psychology; Social psychology","score_opus":0.05730082488993743,"score_gpt":0.32091371468777347,"score_spread":0.26361288979783604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152092768","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":[0.153478,0.0021070112,0.17164037,0.009948189,0.00021426055,0.00034970252,0.00020423059,0.00021887834,0.6618394],"genre_scores_gemma":[0.9223516,0.0012057739,0.052748866,0.0003611968,0.000035062472,0.0002543,0.00010193574,0.000050579358,0.022890624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981635,0.0008574875,0.000049495957,0.00027560935,0.0003691995,0.00028466582],"domain_scores_gemma":[0.9991123,0.00024197348,0.00010559321,0.00020237318,0.00014772652,0.00018996195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020106654,0.00053345965,0.0003731398,0.0018544127,0.0048760907,0.007949715,0.0015135788,0.0017173568,0.010990176],"category_scores_gemma":[0.0024272199,0.00032043052,0.00061211956,0.0015875992,0.013408604,0.007891641,0.010827776,0.0012360675,0.0009931045],"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":[0.000011371158,0.000029819023,0.0007740105,0.00007226428,0.000015253617,0.00020898921,0.005269074,0.003312083,0.00037044418,0.9729159,0.0012610479,0.015759753],"study_design_scores_gemma":[0.000025203244,0.000049542283,0.00086811004,0.00015970606,0.000014893589,0.00020146654,0.0076964665,0.005277789,0.0003071488,0.8369704,0.1484073,0.00002199946],"about_ca_topic_score_codex":0.0058028754,"about_ca_topic_score_gemma":0.015275332,"teacher_disagreement_score":0.010990176,"about_ca_system_score_codex":0.0051936978,"about_ca_system_score_gemma":0.0038994872,"threshold_uncertainty_score":0.03768307},"labels":[],"label_agreement":null},{"id":"W3158515366","doi":"10.71781/20147","title":"What does a bioenergetic network approach tell us about the functioning of ecological communities?","year":2020,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; National Institute for Mathematical and Biological Synthesis; National Science Foundation","keywords":"Bioenergetics; Ecology; Biology","score_opus":0.0067625118667772365,"score_gpt":0.16433099030508774,"score_spread":0.1575684784383105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158515366","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":[0.29429144,0.06307652,0.5187086,0.060596835,0.0012639784,0.00022773439,0.004298598,0.00050846866,0.057027854],"genre_scores_gemma":[0.8581319,0.037625767,0.093002066,0.002905087,0.0010122836,0.0003339475,0.0015168443,0.00013628372,0.005335797],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982875,0.00087351166,0.00007989124,0.00043430712,0.00018961824,0.00013526768],"domain_scores_gemma":[0.9869638,0.008738836,0.0014177032,0.0011151637,0.0010012434,0.00076322915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048429063,0.0010377597,0.0013397072,0.005718582,0.0011819421,0.0067648795,0.0022022382,0.0027829583,0.004435921],"category_scores_gemma":[0.017992139,0.0005620522,0.0015230088,0.0045929067,0.003123175,0.017476063,0.0022330775,0.0021474182,0.00086307764],"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":[0.00050314027,0.00023238084,0.1645972,0.0041346024,0.0022442674,0.0007819977,0.008859606,0.06564992,0.004897417,0.41783166,0.008932032,0.32133582],"study_design_scores_gemma":[0.00002797825,0.00011334824,0.045650385,0.0009096472,0.00031542004,0.00040996083,0.005546281,0.060383514,0.00053757144,0.85801214,0.027970556,0.00012320979],"about_ca_topic_score_codex":0.008785468,"about_ca_topic_score_gemma":0.010859399,"teacher_disagreement_score":0.008785468,"about_ca_system_score_codex":0.0022649697,"about_ca_system_score_gemma":0.0015428138,"threshold_uncertainty_score":0.025612056},"labels":[],"label_agreement":null},{"id":"W3171803253","doi":"10.1016/j.biosystems.2021.104454","title":"The drawbridge of nature: Evolutionary complexification as a generation and novel interpretation of coding systems","year":2021,"lang":"en","type":"article","venue":"Biosystems","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Complexification; Living systems; Computer science; Coding (social sciences); Realization (probability); Interpretation (philosophy); Theoretical computer science; Cognitive science; Artificial intelligence; Epistemology; Mathematics; Psychology; Philosophy","score_opus":0.013338668112156565,"score_gpt":0.23964638761023277,"score_spread":0.2263077194980762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171803253","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":[0.036975686,0.00082656386,0.90882516,0.006766818,0.00027540675,0.000041531453,0.0001814978,0.00029005314,0.04581729],"genre_scores_gemma":[0.83179784,0.0006292649,0.15736823,0.0008947308,0.00029045247,0.0001463155,0.00016243229,0.00033407798,0.00837667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991032,0.0004598399,0.00003550317,0.00021383153,0.0001219824,0.000065730805],"domain_scores_gemma":[0.9968976,0.0014800116,0.0001853816,0.0010787947,0.0002068756,0.00015132023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023268445,0.0004866593,0.0004998489,0.0015775011,0.0015611784,0.0044531524,0.0015709732,0.0016858653,0.007247824],"category_scores_gemma":[0.008663191,0.00038538186,0.0006858445,0.001285756,0.014479821,0.010793035,0.00358458,0.002577097,0.0005580479],"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":[0.000003929909,0.0000014488905,0.000096638316,0.000008461509,0.0000023048317,0.000017538458,0.0005286306,0.00062926946,0.00016645026,0.99580437,0.00020826573,0.0025328055],"study_design_scores_gemma":[0.0000017872421,0.00000224096,0.000047874193,0.0000057874845,0.000002144306,0.000017462262,0.00008548565,0.0030207785,0.000100054436,0.99450845,0.0022047819,0.000003248135],"about_ca_topic_score_codex":0.0013682429,"about_ca_topic_score_gemma":0.0011596147,"teacher_disagreement_score":0.007247824,"about_ca_system_score_codex":0.0012920955,"about_ca_system_score_gemma":0.0008011547,"threshold_uncertainty_score":0.024246454},"labels":[],"label_agreement":null},{"id":"W3181133744","doi":"10.1101/2021.07.08.451671","title":"Implications of trade network structure and population dynamics for food security and equality","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Food security; Metapopulation; Per capita; Agriculture; Population; Population growth; Economics; Natural resource economics; Food systems; Geography; Business; Economic geography","score_opus":0.010919173165985046,"score_gpt":0.21826190955986988,"score_spread":0.20734273639388484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181133744","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":[0.95552605,0.00027387936,0.030277586,0.0025373786,0.000032252152,0.000020155623,0.00033308184,0.000044172764,0.010955441],"genre_scores_gemma":[0.9981199,0.0001092913,0.0010224552,0.000047446887,0.00000880078,0.000009933066,0.000039035225,0.0000060638254,0.0006370934],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99976426,0.00010718091,0.000008983403,0.00005426062,0.000021789578,0.000043533153],"domain_scores_gemma":[0.99783915,0.0011226508,0.00051203417,0.00013782684,0.00011681672,0.0002714993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006851488,0.0001864971,0.00030933533,0.0005977645,0.00064743933,0.0016981346,0.0004968025,0.00086988986,0.0060547637],"category_scores_gemma":[0.0054315235,0.00023842324,0.00040333578,0.00054430304,0.001286472,0.0029771663,0.001169024,0.0005647676,0.00023602799],"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":[0.00021110942,0.000109979104,0.11005188,0.00011539052,0.00013151194,0.00047729572,0.0006435936,0.59742343,0.005880092,0.26580986,0.0026107782,0.01653509],"study_design_scores_gemma":[0.000027396994,0.000050357787,0.02615327,0.000038779297,0.000025701214,0.0001668845,0.0004808486,0.82368547,0.0005114698,0.14717546,0.0016618102,0.000022578428],"about_ca_topic_score_codex":0.004339336,"about_ca_topic_score_gemma":0.003383288,"teacher_disagreement_score":0.0060547637,"about_ca_system_score_codex":0.001441715,"about_ca_system_score_gemma":0.00041925005,"threshold_uncertainty_score":0.020255208},"labels":[],"label_agreement":null},{"id":"W3184092196","doi":"10.1016/j.oneear.2021.06.003","title":"Identifying uncertainties in scenarios and models of socio-ecological systems in support of decision-making","year":2021,"lang":"en","type":"article","venue":"One Earth","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":95,"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":"Labex UnivEarthS; Horizon 2020; Australian Research Council; Horizon 2020 Framework Programme; Helmholtz Association; Centre Méditerranéen de l’Environnement et de la Biodiversité; Centre National de la Recherche Scientifique; CHIST-ERA; Agence Nationale de la Recherche; Natural Sciences and Engineering Research Council of Canada; European Commission; Biodiversa+; Pew Charitable Trusts","keywords":"Decision support system; Computer science; Environmental resource management; Ecology; Environmental science; Management science; Engineering; Artificial intelligence; Biology","score_opus":0.026715086259071194,"score_gpt":0.2591332588592592,"score_spread":0.232418172600188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184092196","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":[0.54312885,0.00051757274,0.4406005,0.0050658877,0.00010333868,0.0002199101,0.0008428183,0.00027926677,0.009241901],"genre_scores_gemma":[0.9822321,0.000114838265,0.017191902,0.000065076594,0.000019871008,0.00006385169,0.00011576556,0.000012766294,0.00018367385],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9957973,0.0030997635,0.00015794109,0.00023750297,0.00047358856,0.0002339299],"domain_scores_gemma":[0.95047337,0.04587185,0.0016085696,0.0007642768,0.0007846049,0.000497294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0081821885,0.00069187576,0.00083099824,0.0017119992,0.00077700353,0.0036613024,0.0013360408,0.0019510791,0.0016302569],"category_scores_gemma":[0.057728343,0.00065584853,0.0007855581,0.0012859378,0.0014044016,0.0053949663,0.0022976375,0.0018590159,0.00012331225],"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":[0.00011083233,0.00004501808,0.0024885817,0.000056618952,0.000068469686,0.00008252879,0.00010851381,0.9695952,0.000180156,0.022187505,0.00021955771,0.004857055],"study_design_scores_gemma":[0.000014158656,0.000031398125,0.00037037354,0.000021177933,0.000021462014,0.000015122548,0.000086971486,0.9476732,0.0002656436,0.051250305,0.00023862312,0.000011567293],"about_ca_topic_score_codex":0.0071858405,"about_ca_topic_score_gemma":0.0068212445,"teacher_disagreement_score":0.0081821885,"about_ca_system_score_codex":0.002762954,"about_ca_system_score_gemma":0.0026246444,"threshold_uncertainty_score":0.04327202},"labels":[],"label_agreement":null},{"id":"W3184699945","doi":"10.3390/su13158341","title":"A Factorial Ecological-Extended Physical Input-Output Model for Identifying Optimal Urban Solid Waste Path in Fujian Province, China","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"National Key Research and Development Program of China; Department of Education, Fujian Province","keywords":"Sustainability; Production (economics); Municipal solid waste; Consumption (sociology); Cleaner production; Commodity; Environmental economics; Environmental science; China; Business; Natural resource economics; Economics; Ecology; Waste management; Engineering; Geography; Microeconomics","score_opus":0.01660155064611624,"score_gpt":0.2789811341012016,"score_spread":0.2623795834550854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184699945","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":[0.72706383,0.0005144286,0.2536726,0.00053845736,0.000057145055,0.0001706622,0.000967691,0.00036863226,0.016646575],"genre_scores_gemma":[0.9886672,0.00015186712,0.007251691,0.000020414735,0.0000064738733,0.00012188085,0.00024012548,0.000016306885,0.003524068],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973446,0.00006282616,0.000013610233,0.0000831296,0.000038385744,0.00006758673],"domain_scores_gemma":[0.9997744,0.00009362783,0.000034240733,0.000007739464,0.00006696201,0.00002309458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066327647,0.00088417664,0.0006977232,0.0006307452,0.0007881416,0.0011870373,0.0011601443,0.0010652554,0.0021980875],"category_scores_gemma":[0.00080080255,0.00050993095,0.0009685119,0.0006308047,0.0006618438,0.0007357457,0.0008715118,0.0004655247,0.00012257368],"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":[0.00002024797,0.000014352799,0.001335973,0.000016179523,0.000009246198,0.000041732852,0.000015047703,0.9959067,0.00031768385,0.00087681075,0.0000717705,0.0013741655],"study_design_scores_gemma":[0.0000050345943,0.00000789683,0.00038705528,0.000001297576,0.0000063161565,0.0000023231544,0.000008816762,0.999126,0.000056348577,0.00031153572,0.00008419944,0.0000032694404],"about_ca_topic_score_codex":0.13734592,"about_ca_topic_score_gemma":0.07704144,"teacher_disagreement_score":0.13734592,"about_ca_system_score_codex":0.0023193615,"about_ca_system_score_gemma":0.0031392795,"threshold_uncertainty_score":0.27309293},"labels":[],"label_agreement":null},{"id":"W3185711915","doi":"10.1016/j.jenvman.2021.113303","title":"Identifying optimal virtual water management strategy for Kazakhstan: A factorial ecologically-extended input-output model","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Sustainability and Ecological Systems Analysis","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":"University of Regina","funders":"","keywords":"Virtual water; Agriculture; Water scarcity; Environmental economics; Water resources; Water use; Business; Environmental resource management; Environmental science; Natural resource economics; Water resource management; Economics; Geography; Ecology","score_opus":0.022777042603430272,"score_gpt":0.24532200838252877,"score_spread":0.2225449657790985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185711915","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":[0.8993348,0.00029162847,0.08716684,0.0008312129,0.00006945557,0.00010993162,0.000769256,0.00028527094,0.011141602],"genre_scores_gemma":[0.994987,0.00005277984,0.002606601,0.000027311666,0.0000074855943,0.00005426546,0.00011081582,0.000010465763,0.0021432708],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996146,0.00014235907,0.000014402281,0.00009895235,0.000019621277,0.00010996188],"domain_scores_gemma":[0.9990055,0.00066009094,0.00011327405,0.000030851028,0.00011864952,0.00007168887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009794581,0.0008403507,0.0015297418,0.00065155973,0.0010033624,0.0021408356,0.001355459,0.0025321625,0.005092005],"category_scores_gemma":[0.0019830633,0.0008144249,0.0010870917,0.00054156105,0.0010714097,0.0010323437,0.0012102564,0.0011197905,0.0002661549],"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":[0.00005160329,0.000033305358,0.00069247244,0.000014930333,0.00002018668,0.000051455077,0.000018262695,0.9974934,0.00016453773,0.0008396303,0.00006757724,0.00055260526],"study_design_scores_gemma":[0.000017114895,0.000020550982,0.00031943977,0.0000020677753,0.000016747566,0.0000032843084,0.000020969828,0.9990885,0.00004868058,0.00041575992,0.000041691157,0.00000523747],"about_ca_topic_score_codex":0.064543985,"about_ca_topic_score_gemma":0.039395675,"teacher_disagreement_score":0.064543985,"about_ca_system_score_codex":0.0021708834,"about_ca_system_score_gemma":0.0030284554,"threshold_uncertainty_score":0.12833661},"labels":[],"label_agreement":null},{"id":"W3203849462","doi":"10.1007/978-3-030-83454-8_1","title":"Introduction: General Ecosystem Dynamics","year":2021,"lang":"en","type":"book-chapter","venue":"Lecture notes on mathematical modelling in the life sciences","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":"McGill University","funders":"","keywords":"Ecosystem; Ecology; Population; Ecosystem model; Biomass (ecology); Ecosystem engineer; Environmental resource management; Total human ecosystem; Food web; Ecosystem services; Environmental science; Ecosystem health; Biology","score_opus":0.026938892940785074,"score_gpt":0.23515000384710844,"score_spread":0.20821111090632335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203849462","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":[0.0012964443,0.10289484,0.04509401,0.010785559,0.0251796,0.00016986848,0.005364094,0.0017679504,0.8074477],"genre_scores_gemma":[0.010443629,0.05879226,0.019370062,0.006403575,0.012450723,0.00026410012,0.0061939275,0.001186948,0.8848948],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998529,0.000017804448,0.000007501964,0.000050658422,0.000056349734,0.000014777632],"domain_scores_gemma":[0.9997799,0.000062403065,0.0000111410745,0.00004117748,0.00006711083,0.000038401402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003291442,0.0015620557,0.0011376922,0.0014353209,0.0004864049,0.0014850936,0.0011842281,0.0012589536,0.13985327],"category_scores_gemma":[0.0007727458,0.000461061,0.0008344074,0.0017855996,0.00060977315,0.00240483,0.0011128299,0.0028753497,0.10537621],"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":[0.000017754364,0.000073830764,0.00013924993,0.00047965482,0.000015237409,0.000078967045,0.000103835075,0.0012067286,0.0008317868,0.10296613,0.759981,0.13410594],"study_design_scores_gemma":[0.000004136372,0.000013454543,0.00037281762,0.0001584082,0.0000050240055,0.00011680947,0.00001524566,0.000249639,0.0000877697,0.061312232,0.9376565,0.000008094253],"about_ca_topic_score_codex":0.0010657735,"about_ca_topic_score_gemma":0.0017200607,"teacher_disagreement_score":0.13985327,"about_ca_system_score_codex":0.0006536486,"about_ca_system_score_gemma":0.0005533746,"threshold_uncertainty_score":0.4678558},"labels":[],"label_agreement":null},{"id":"W3209693914","doi":"10.5281/zenodo.4426680","title":"Simulations of biomass dynamics and extinctions in food webs","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Biomass (ecology); Environmental science; Ecology; Trophic cascade; Food web; Trophic level; Biology","score_opus":0.020420039529281096,"score_gpt":0.22313420956840313,"score_spread":0.20271417003912204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209693914","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":[0.718339,0.00045200586,0.21260509,0.0010326674,0.0002690717,0.00013105893,0.009255005,0.005545866,0.05237018],"genre_scores_gemma":[0.9205555,0.00029590103,0.061858162,0.00017949528,0.00005379664,0.00023762354,0.003568681,0.00065609766,0.012594817],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987626,0.000036226204,0.0000066727503,0.000022797562,0.00003485445,0.000023277575],"domain_scores_gemma":[0.9993691,0.00035296546,0.00004495882,0.00007888683,0.0000677965,0.00008643737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043472313,0.00048749056,0.00052296655,0.00040536933,0.00052117533,0.00059830054,0.0011764971,0.0010633005,0.008430506],"category_scores_gemma":[0.0012332046,0.0003491088,0.0008370816,0.00058067864,0.00032877512,0.00067585736,0.00071014976,0.0007255006,0.00076056155],"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":[0.000069495785,0.000044687033,0.0017218139,0.000036689977,0.000044719094,0.000046279827,0.000044273955,0.98295987,0.0021433071,0.0067781378,0.0020351263,0.004075667],"study_design_scores_gemma":[0.000042356434,0.000017035432,0.00051677576,0.000004251542,0.000008414578,0.000015682319,0.00000782478,0.9928826,0.0008465771,0.0041360375,0.0015142472,0.000008213386],"about_ca_topic_score_codex":0.0066378927,"about_ca_topic_score_gemma":0.005542698,"teacher_disagreement_score":0.008430506,"about_ca_system_score_codex":0.00058930594,"about_ca_system_score_gemma":0.0004109181,"threshold_uncertainty_score":0.028202891},"labels":[],"label_agreement":null},{"id":"W3210918941","doi":"","title":"BIOS2 Education resources: Statistiques spatiales en écologie, Partie 4","year":2021,"lang":"fr","type":"article","venue":"","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":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Political science","score_opus":0.012153751446738904,"score_gpt":0.2622810593802923,"score_spread":0.25012730793355337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210918941","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":[0.26141754,0.024703579,0.17073497,0.038588393,0.00059518364,0.00024194215,0.040783633,0.0013650296,0.46156967],"genre_scores_gemma":[0.8681228,0.0059594484,0.04024311,0.00091990037,0.00032858824,0.00037729062,0.010747102,0.00034719176,0.07295462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99689806,0.0013653315,0.00018940706,0.00037569593,0.0008521062,0.00031938966],"domain_scores_gemma":[0.9921108,0.0055165165,0.000480946,0.0005793167,0.0010432872,0.0002691918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027714714,0.00042889887,0.0006853963,0.0057735667,0.0010902653,0.0060485825,0.00075624365,0.0007166834,0.032546394],"category_scores_gemma":[0.012824268,0.00031345504,0.000707642,0.011464959,0.0021783537,0.0035076444,0.0020090071,0.0013953993,0.0019085394],"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":[0.00014928161,0.00009516893,0.10265495,0.00054916093,0.00023313498,0.0001600463,0.0017658399,0.012461472,0.00041076116,0.64298433,0.025170485,0.21336539],"study_design_scores_gemma":[0.000050840375,0.000108663204,0.23934585,0.00081353047,0.00013617855,0.00043982372,0.005543467,0.017715853,0.0022444117,0.32626748,0.40725672,0.000077238044],"about_ca_topic_score_codex":0.116842,"about_ca_topic_score_gemma":0.13038652,"teacher_disagreement_score":0.116842,"about_ca_system_score_codex":0.0052436674,"about_ca_system_score_gemma":0.007311539,"threshold_uncertainty_score":0.23232383},"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":"W4213365817","doi":"10.1177/10780874221080145","title":"Case Studies of Urban Metabolism: What Should be Addressed Next?","year":2022,"lang":"en","type":"article","venue":"Urban Affairs Review","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":12,"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":"Scale (ratio); Urban metabolism; Field (mathematics); Regional science; Environmental planning; Urban planning; Data science; Computer science; Management science; Geography; Engineering; Urban density; Cartography","score_opus":0.090012483082167,"score_gpt":0.3049224623798343,"score_spread":0.21490997929766728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213365817","genre_codex":"review","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":[0.07251846,0.74913377,0.018236477,0.12482419,0.0029980883,0.0012760942,0.00024679798,0.00004504244,0.030721083],"genre_scores_gemma":[0.30095395,0.6326051,0.05003184,0.010865026,0.0010490984,0.0012864474,0.00019587015,0.000027308315,0.002985352],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9791428,0.016692407,0.0011672687,0.0004233736,0.0018861385,0.0006880977],"domain_scores_gemma":[0.9594596,0.03334065,0.0026908692,0.00063224335,0.0032547691,0.00062191597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017498223,0.0008091581,0.0014517717,0.0029932798,0.0028427409,0.0058048707,0.0030784502,0.004391757,0.002848945],"category_scores_gemma":[0.035911836,0.00043577884,0.0015020716,0.0064281938,0.0030734772,0.0070010466,0.0025252947,0.0025994615,0.00036960776],"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":[0.00031404218,0.00080375135,0.035251625,0.057670023,0.0006588831,0.019433452,0.07520298,0.004204257,0.00095688534,0.18026231,0.06312296,0.5621188],"study_design_scores_gemma":[0.000068957204,0.000417036,0.0119851045,0.06919361,0.00040153228,0.01631397,0.25355443,0.001302953,0.0009828834,0.052410077,0.5931776,0.00019185037],"about_ca_topic_score_codex":0.010270483,"about_ca_topic_score_gemma":0.02910972,"teacher_disagreement_score":0.017498223,"about_ca_system_score_codex":0.0048345323,"about_ca_system_score_gemma":0.0046019144,"threshold_uncertainty_score":0.09254056},"labels":[],"label_agreement":null},{"id":"W4214554027","doi":"10.55365/1923.x2020.18.01","title":"Emergy and Water Policy","year":2020,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Valuation (finance); Scarcity; Process (computing); Value (mathematics); Emergy; Environmental economics; Water scarcity; Government (linguistics); Key (lock); Water supply; Business; Water resources; Environmental resource management; Economics; Computer science; Microeconomics; Environmental science; Sustainable development; Environmental engineering; Political science","score_opus":0.010918681725276479,"score_gpt":0.20408745467836142,"score_spread":0.19316877295308493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214554027","genre_codex":"review","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":[0.016045304,0.6032788,0.035145547,0.0934985,0.0029582982,0.00007674091,0.00030200204,0.00005630506,0.24863838],"genre_scores_gemma":[0.3522321,0.59461015,0.0061681424,0.008470911,0.002847378,0.00012689781,0.00016262999,0.000054788856,0.035327047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992606,0.00030391046,0.000046161087,0.000095440526,0.00018819011,0.00010559558],"domain_scores_gemma":[0.99910635,0.0005033645,0.00013847608,0.000052510793,0.00013826732,0.00006093247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012618654,0.00049063633,0.0007242392,0.001107579,0.00066871353,0.0034139955,0.0007468937,0.0026564873,0.006270722],"category_scores_gemma":[0.0026952787,0.0002279318,0.00047428295,0.0018919549,0.0045982115,0.006812628,0.0016615118,0.0030893628,0.00052487315],"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":[0.000009002447,0.00001141468,0.00014375824,0.00030826416,0.000016574179,0.00006384345,0.00006692076,0.002226154,0.00008498432,0.9697651,0.004845596,0.022458397],"study_design_scores_gemma":[0.0000055989767,0.0000172508,0.00040254797,0.0008257944,0.0000077979275,0.000109754605,0.000244177,0.0010336853,0.00011914036,0.8437158,0.15350786,0.000010535795],"about_ca_topic_score_codex":0.0026047335,"about_ca_topic_score_gemma":0.0023073019,"teacher_disagreement_score":0.006270722,"about_ca_system_score_codex":0.003180702,"about_ca_system_score_gemma":0.0020838818,"threshold_uncertainty_score":0.023077667},"labels":[],"label_agreement":null},{"id":"W4214928359","doi":"10.21203/rs.3.rs-1362894/v1","title":"An Equation of State Unifies Diversity, Productivity, Abundance and Biomass","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Santa Fe Institute","keywords":"Ecology; Biomass (ecology); Abundance (ecology); Biodiversity; Species richness; Habitat; Ecosystem; Productivity; Primary production; Relative abundance distribution; Geography; Biology; Relative species abundance; Economics","score_opus":0.07707841234633975,"score_gpt":0.3579206804408839,"score_spread":0.28084226809454416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214928359","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":[0.13084804,0.0006175494,0.85068,0.0023357605,0.00017327986,0.00009148108,0.0014974463,0.00024188886,0.013514678],"genre_scores_gemma":[0.8700497,0.00069680973,0.12013295,0.00041826727,0.00018766796,0.00026641064,0.0011357432,0.00011775656,0.006994723],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984024,0.0006458879,0.000094662144,0.00031958468,0.00040607955,0.00013144517],"domain_scores_gemma":[0.9911651,0.0062296106,0.0009534013,0.0005796632,0.0009102352,0.00016189777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027640697,0.00049549696,0.0007658128,0.0015375562,0.00049977173,0.0016328744,0.0008299593,0.0010216925,0.0039815987],"category_scores_gemma":[0.014503941,0.00034061325,0.0007793702,0.0015833103,0.0020467357,0.0035880697,0.0016807321,0.0013970614,0.0006685797],"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":[0.0000375811,0.000107835425,0.05495086,0.00015892966,0.00011928702,0.00014604791,0.0005653484,0.12480225,0.0022320114,0.7641276,0.004985068,0.047767255],"study_design_scores_gemma":[0.000010207094,0.000041101495,0.016498748,0.00009166196,0.000033616903,0.0001530773,0.000108519795,0.58468515,0.00093126873,0.38984802,0.0075411126,0.000057486104],"about_ca_topic_score_codex":0.0031468915,"about_ca_topic_score_gemma":0.0021148368,"teacher_disagreement_score":0.0039815987,"about_ca_system_score_codex":0.0011658925,"about_ca_system_score_gemma":0.0012293257,"threshold_uncertainty_score":0.0146179795},"labels":[],"label_agreement":null},{"id":"W4220717462","doi":"10.1521/siso.2022.86.2.291","title":"Democratic Economic Planning, Social Metabolism and the Environment","year":2022,"lang":"en","type":"article","venue":"Science & Society","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Paul University","funders":"","keywords":"Democracy; Perspective (graphical); Citizen journalism; Economic planning; Sociology; Ecology; Management science; Political science; Economics; Computer science; Biology; Politics","score_opus":0.0076407935395764745,"score_gpt":0.21535145101500802,"score_spread":0.20771065747543155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220717462","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":[0.04633604,0.0055581047,0.11961056,0.05355091,0.00043419775,0.00008581973,0.00009384151,0.00012408847,0.77420634],"genre_scores_gemma":[0.96933585,0.002625818,0.011455716,0.0014403424,0.00014490713,0.00010929822,0.000043420052,0.000028950237,0.01481571],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975305,0.0014592076,0.000050768675,0.00018048442,0.00038703246,0.0003920027],"domain_scores_gemma":[0.9973278,0.0013723152,0.00037079075,0.00040541813,0.00021494686,0.000308734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00346598,0.00038750604,0.00033675032,0.00100826,0.002306389,0.0062753684,0.0007709493,0.0016813579,0.0033621422],"category_scores_gemma":[0.00405527,0.00018909524,0.00043763194,0.0013328678,0.018530283,0.005094155,0.0033570777,0.0019040131,0.00032909872],"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":[0.0000024834176,0.0000032625949,0.000081422426,0.000007222469,0.0000019820595,0.000011966248,0.00014104536,0.002238109,0.00001207891,0.9947917,0.0004370334,0.002271552],"study_design_scores_gemma":[0.0000029638768,0.0000032032544,0.000100440324,0.000013399374,9.688737e-7,0.000013196897,0.00013159841,0.0011059727,0.00002543691,0.9873597,0.011240365,0.0000028142629],"about_ca_topic_score_codex":0.003222936,"about_ca_topic_score_gemma":0.004667809,"teacher_disagreement_score":0.0062753684,"about_ca_system_score_codex":0.004540873,"about_ca_system_score_gemma":0.004777183,"threshold_uncertainty_score":0.032946527},"labels":[],"label_agreement":null},{"id":"W4230945781","doi":"10.1002/9781118928806.ch2","title":"Concepts Supporting Reuse","year":2017,"lang":"en","type":"other","venue":"","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Reuse; Deconstruction (building); Component (thermodynamics); Material flow analysis; Architectural engineering; Computer science; Civil engineering; Engineering; Waste management","score_opus":0.012531897532489704,"score_gpt":0.29543943148250995,"score_spread":0.2829075339500203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230945781","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004667681,0.008888469,0.24898288,0.013375455,0.0011027178,0.00025789245,0.0002031861,0.00047693684,0.7220448],"genre_scores_gemma":[0.37350965,0.029194502,0.3125491,0.006725074,0.0030678315,0.0019792782,0.0009829145,0.0008916517,0.27109998],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9947377,0.0017725311,0.00045938243,0.00095402997,0.0016317148,0.0004446652],"domain_scores_gemma":[0.9947495,0.0024355084,0.00041119964,0.0012747637,0.00081295456,0.000316011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006070564,0.001246213,0.0006839171,0.0038166072,0.0053061116,0.013637471,0.0026575804,0.0051412648,0.02590647],"category_scores_gemma":[0.008936333,0.00072432135,0.0013756282,0.0038408958,0.031437222,0.024649639,0.0106711965,0.004390523,0.0068548056],"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":[0.0000016600802,0.0000035274115,0.000018282797,0.000027576281,0.0000010170615,0.00003118663,0.0005163731,0.00006197756,0.000029521643,0.99316347,0.0010282211,0.0051172003],"study_design_scores_gemma":[0.0000070692154,0.0000067593965,0.000038283633,0.00013582747,0.0000031750703,0.00023132085,0.00047070615,0.00023568358,0.000112443646,0.71225595,0.28649378,0.000009053106],"about_ca_topic_score_codex":0.0035824806,"about_ca_topic_score_gemma":0.002274273,"teacher_disagreement_score":0.02590647,"about_ca_system_score_codex":0.0040436084,"about_ca_system_score_gemma":0.00358009,"threshold_uncertainty_score":0.08666581},"labels":[],"label_agreement":null},{"id":"W4234942334","doi":"10.1017/cbo9780511806971","title":"From Plant Traits to Vegetation Structure","year":2009,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":96,"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":"Trait; Ecology; Principle of maximum entropy; Natural selection; Relative species abundance; Abundance (ecology); Formalism (music); Population; Geography; Biology; Sociology; Computer science; Artificial intelligence; Demography","score_opus":0.008780206570963567,"score_gpt":0.17403664565139043,"score_spread":0.16525643908042686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234942334","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":[0.015219706,0.14801787,0.093457356,0.017038349,0.0033363153,0.000045480105,0.00083126576,0.0005677185,0.7214859],"genre_scores_gemma":[0.24557875,0.17304304,0.054256104,0.0058806078,0.0029972356,0.00015907924,0.0015023584,0.00056034944,0.5160225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998963,0.000023963841,0.0000029278442,0.000029088978,0.000040543106,0.000007177171],"domain_scores_gemma":[0.9998293,0.0001149776,0.000008733044,0.00001423574,0.000022987406,0.000009810232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001597353,0.0005262957,0.00032625132,0.0005671543,0.00031305602,0.001796078,0.00052268594,0.0005683082,0.008395207],"category_scores_gemma":[0.001044882,0.00023111806,0.00027008928,0.00097060885,0.0012377228,0.0020377124,0.0007359683,0.0015728185,0.00253884],"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":[0.000021671323,0.000022325557,0.0011732486,0.00038637736,0.000039741848,0.00015517685,0.00092770107,0.0070056273,0.0013816049,0.59947324,0.09025228,0.29916102],"study_design_scores_gemma":[0.0000036214442,0.00002103405,0.0022666084,0.00020056356,0.000011924984,0.00017168662,0.0001674289,0.0031510224,0.00037277772,0.53459173,0.4590281,0.00001344483],"about_ca_topic_score_codex":0.0012151673,"about_ca_topic_score_gemma":0.0016807441,"teacher_disagreement_score":0.008395207,"about_ca_system_score_codex":0.0008273046,"about_ca_system_score_gemma":0.00034333978,"threshold_uncertainty_score":0.028084755},"labels":[],"label_agreement":null},{"id":"W4249407824","doi":"10.1002/9781118445112.stat07693","title":"Environmetrics","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Management science; Computer science; Engineering ethics; Engineering","score_opus":0.018920784880848543,"score_gpt":0.2579122963971345,"score_spread":0.23899151151628595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249407824","genre_codex":"dataset","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":[0.003016487,0.0019501488,0.079978995,0.0026877145,0.00071189576,0.00052771124,0.5458542,0.08708042,0.2781924],"genre_scores_gemma":[0.036337726,0.002903663,0.14227156,0.0022868665,0.00051607087,0.0018325988,0.6435958,0.044835586,0.12542012],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99257,0.0013069108,0.0008032638,0.0012162363,0.0037036233,0.00039993008],"domain_scores_gemma":[0.9894723,0.0030067961,0.0008950861,0.0021547445,0.0039256555,0.0005453868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050894134,0.0017527345,0.001137041,0.010099083,0.0011056061,0.0068886625,0.00243356,0.0012957896,0.2108982],"category_scores_gemma":[0.024033796,0.00094237935,0.0015567169,0.01797412,0.0008731139,0.0052830675,0.0043353187,0.002173741,0.14606723],"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":[0.00014248672,0.00006095125,0.0032144382,0.0011537679,0.00009477262,0.00008807082,0.00038412798,0.0018975814,0.0007014567,0.040208865,0.7618523,0.19020113],"study_design_scores_gemma":[0.00002422482,0.000011827366,0.0018869397,0.00018171441,0.000017559743,0.00007347068,0.00009025618,0.0010375616,0.00074059656,0.011336618,0.984567,0.00003223758],"about_ca_topic_score_codex":0.00845951,"about_ca_topic_score_gemma":0.0077562886,"teacher_disagreement_score":0.2108982,"about_ca_system_score_codex":0.0018060164,"about_ca_system_score_gemma":0.0036476208,"threshold_uncertainty_score":0.7055248},"labels":[],"label_agreement":null},{"id":"W4249589845","doi":"10.35483/acsa.aia.inter.18.4","title":"Adaptive Architecture: Towards Resiliency in the Built Environment","year":2018,"lang":"en","type":"article","venue":"","topic":"Sustainability and Ecological Systems Analysis","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":"University of Calgary","funders":"","keywords":"Adaptability; Resilience (materials science); Context (archaeology); Computer science; Architecture; Event (particle physics); Adaptation (eye); Psychological resilience; Risk analysis (engineering); Embodied cognition; Architectural engineering; Human–computer interaction; Process management; Systems engineering; Knowledge management; Engineering; Business; Artificial intelligence; Ecology; Psychology; Social psychology","score_opus":0.01508147146305908,"score_gpt":0.23077054804467773,"score_spread":0.21568907658161865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249589845","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":[0.04570535,0.003993274,0.8053332,0.015941205,0.00034301466,0.00010661982,0.00005543509,0.00059117744,0.12793088],"genre_scores_gemma":[0.7868235,0.0037783466,0.19309035,0.0011415369,0.00017462116,0.00024099626,0.00008640814,0.0001653209,0.014498783],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991036,0.00045090468,0.000031325177,0.00015158365,0.00016051425,0.000102006314],"domain_scores_gemma":[0.9990277,0.00033091026,0.0000953617,0.00026526675,0.00013761083,0.00014317234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001947074,0.00064933393,0.00029257484,0.0010293316,0.0012050918,0.0038113676,0.001149057,0.0017948227,0.003166307],"category_scores_gemma":[0.0024109306,0.00030388407,0.00054495636,0.00066737586,0.010570678,0.0060842917,0.005081997,0.002019529,0.00047062253],"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":[0.000010252208,0.000014690344,0.00084116374,0.000099997465,0.000021943706,0.00010833411,0.002584145,0.011596786,0.0012377602,0.95817584,0.0010451006,0.024264002],"study_design_scores_gemma":[0.0000072661205,0.00005027412,0.00059068354,0.00014775427,0.000019374915,0.00017441931,0.0016038936,0.01588243,0.00073729263,0.91022104,0.07054298,0.000022663498],"about_ca_topic_score_codex":0.0015015855,"about_ca_topic_score_gemma":0.0016908603,"teacher_disagreement_score":0.0038113676,"about_ca_system_score_codex":0.0012860383,"about_ca_system_score_gemma":0.0015813403,"threshold_uncertainty_score":0.010592401},"labels":[],"label_agreement":null},{"id":"W4250466601","doi":"10.2478/cass-2014-0004","title":"Inaugural editorial","year":2014,"lang":"en","type":"article","venue":"Change and Adaptation in Socio-Ecological Systems","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Canada","funders":"","keywords":"Viewpoints; Adaptation (eye); Climate change; Climate change adaptation; Political science; Engineering ethics; Ecology; Sociology; Regional science; Psychology; Engineering; Biology","score_opus":0.04579010049197203,"score_gpt":0.24108720464423522,"score_spread":0.1952971041522632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250466601","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":[0.00011161238,0.0023560624,0.00019686717,0.018213363,0.9708666,0.000024065534,0.0000861262,0.00009008079,0.008055197],"genre_scores_gemma":[0.0022731218,0.002685404,0.0001929167,0.011941817,0.9437117,0.000045816138,0.00015396655,0.00017438081,0.038820885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947219,0.00092721044,0.0005405601,0.00084073003,0.0024837065,0.0004859669],"domain_scores_gemma":[0.9689979,0.0059259296,0.00154124,0.001282732,0.018590365,0.003661709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042574946,0.0017326734,0.0017842165,0.003130254,0.0028911326,0.007870032,0.0020467453,0.0044372836,0.08016187],"category_scores_gemma":[0.0321125,0.00050068175,0.0012770997,0.00089812547,0.0018097761,0.003978049,0.0022374794,0.0076388693,0.0437101],"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":[0.000028345328,0.000010161153,0.00004387188,0.00015000055,0.0000041451485,0.000117539006,0.000033002736,0.000018169474,0.0001101975,0.0009448908,0.9889985,0.009541255],"study_design_scores_gemma":[0.0000120767245,0.000026315276,0.00015792178,0.0002555169,0.000006592209,0.00019595123,0.000054307933,0.0000632582,0.00012421812,0.00076721376,0.99832743,0.000009231181],"about_ca_topic_score_codex":0.0008362027,"about_ca_topic_score_gemma":0.001103622,"teacher_disagreement_score":0.08016187,"about_ca_system_score_codex":0.0025092843,"about_ca_system_score_gemma":0.0022602063,"threshold_uncertainty_score":0.26816815},"labels":[],"label_agreement":null},{"id":"W4293051448","doi":"10.1038/s42003-022-03817-8","title":"An equation of state unifies diversity, productivity, abundance and biomass","year":2022,"lang":"en","type":"article","venue":"Communications Biology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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":"University of Alberta","funders":"Santa Fe Institute; National Science Foundation","keywords":"Ecology; Abundance (ecology); Biomass (ecology); Species richness; Biodiversity; Habitat; Ecosystem; Productivity; Relative abundance distribution; Geography; Environmental science; Biology; Relative species abundance; Economics","score_opus":0.043650097488248,"score_gpt":0.27920247910964013,"score_spread":0.23555238162139214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293051448","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":[0.041614845,0.0009958416,0.9364454,0.0022807177,0.0003059574,0.00011788005,0.0019282851,0.00020231017,0.016108852],"genre_scores_gemma":[0.66863847,0.0028977732,0.30855846,0.0011163023,0.0005701944,0.00081563555,0.0028601575,0.00017895448,0.014363971],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984408,0.0004929818,0.00014245401,0.000383155,0.0004229311,0.00011774966],"domain_scores_gemma":[0.9937323,0.003908866,0.000836691,0.00058382744,0.0008180101,0.00012033944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025262486,0.0006868571,0.00089001097,0.0017068872,0.0006883768,0.0019515472,0.0011721127,0.0013173806,0.0037364673],"category_scores_gemma":[0.010903083,0.00034902125,0.0010239136,0.001982315,0.0024020874,0.0057770303,0.0018110599,0.001829933,0.0010229299],"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":[0.00002213059,0.00006248285,0.02140034,0.00016483814,0.000087192435,0.000119464225,0.0006123706,0.04353086,0.0022840202,0.8811632,0.0044097584,0.046143405],"study_design_scores_gemma":[0.000014097721,0.0000961543,0.016154643,0.00021428106,0.00008304004,0.00035063035,0.00022648806,0.24635862,0.0014441967,0.6963127,0.03860721,0.00013802],"about_ca_topic_score_codex":0.0035628139,"about_ca_topic_score_gemma":0.002562785,"teacher_disagreement_score":0.0037364673,"about_ca_system_score_codex":0.0010768735,"about_ca_system_score_gemma":0.0013729916,"threshold_uncertainty_score":0.013360262},"labels":[],"label_agreement":null},{"id":"W4300641136","doi":"10.1007/978-94-007-0753-5_101080","title":"Ecological Systems Theory","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Ecology; Ecological systems theory; Environmental science; Biology","score_opus":0.010605144460902197,"score_gpt":0.1921834875969413,"score_spread":0.1815783431360391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300641136","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":[0.0006883801,0.012908327,0.028670227,0.0053801807,0.0010045386,0.000030397803,0.00014383034,0.00009434918,0.95107967],"genre_scores_gemma":[0.06931893,0.024177307,0.017092042,0.0033274805,0.001386841,0.00016744032,0.00040897005,0.00025820662,0.883863],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99950147,0.00018515109,0.000014085786,0.000072401315,0.0001942848,0.00003263075],"domain_scores_gemma":[0.99977463,0.000102872065,0.000010809618,0.00004091578,0.00005436996,0.00001636045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006390988,0.0009161199,0.0005287127,0.0013759494,0.0009390107,0.0030734448,0.000856384,0.0011925539,0.037829075],"category_scores_gemma":[0.0010865518,0.00028338685,0.00033088,0.0013996123,0.003315768,0.0034251984,0.0014601412,0.0020758396,0.009006641],"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":[0.0000011789298,0.000007955967,0.000038691935,0.000050542156,0.000003949171,0.000015661873,0.00016338329,0.00042050035,0.00003788643,0.91473705,0.0554169,0.029106306],"study_design_scores_gemma":[0.0000012447157,0.0000022174056,0.00006517364,0.00008566089,0.00000240887,0.000038481285,0.00009084226,0.00045125416,0.0000417019,0.61925244,0.3799655,0.000003020216],"about_ca_topic_score_codex":0.0026923863,"about_ca_topic_score_gemma":0.0047295517,"teacher_disagreement_score":0.037829075,"about_ca_system_score_codex":0.0030441047,"about_ca_system_score_gemma":0.0016158397,"threshold_uncertainty_score":0.12655085},"labels":[],"label_agreement":null},{"id":"W4313201616","doi":"10.1016/j.envsci.2022.12.005","title":"Towards a landscape-metabolism model for the tropical Andes. Application in the metropolitan region of Cali (Colombia)","year":2022,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":10,"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":"Social Sciences and Humanities Research Council of Canada; Ministerio de Ciencia, Innovación y Universidades","keywords":"Metropolitan area; Geography; Tropics; Ecology; Biology; Archaeology","score_opus":0.014877681332946696,"score_gpt":0.2575033375452512,"score_spread":0.24262565621230447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313201616","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":[0.5378518,0.0044060857,0.34614146,0.0043880558,0.00030313464,0.00029856482,0.0056744544,0.00090104394,0.10003537],"genre_scores_gemma":[0.9568454,0.0006830687,0.031450525,0.00010834414,0.000037273043,0.00016651447,0.00045151918,0.00011828562,0.0101391375],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990547,0.000043048145,0.0000032314817,0.000018051522,0.000008125385,0.000022101438],"domain_scores_gemma":[0.9996296,0.00019403269,0.000037998285,0.000014633698,0.00006172049,0.000061995815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036709034,0.00071765075,0.00086227286,0.00053145265,0.0009886218,0.0019577723,0.0012971325,0.0019226172,0.0065830452],"category_scores_gemma":[0.0016902623,0.0004951561,0.0010434899,0.0007586039,0.00060116086,0.0008639198,0.0010436235,0.0009045954,0.00037298474],"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":[0.00002334364,0.000020992844,0.0012410355,0.00003787219,0.000015839778,0.00007743305,0.000047161837,0.98688984,0.0002595742,0.008604053,0.00065947237,0.0021234266],"study_design_scores_gemma":[0.000011664004,0.000007721268,0.0004835548,0.0000091505735,0.000007861386,0.000014834797,0.00006011681,0.9957178,0.000028719773,0.002707506,0.00094475516,0.000006264584],"about_ca_topic_score_codex":0.29162374,"about_ca_topic_score_gemma":0.23390922,"teacher_disagreement_score":0.29162374,"about_ca_system_score_codex":0.0040278956,"about_ca_system_score_gemma":0.0022258053,"threshold_uncertainty_score":0.5798526},"labels":[],"label_agreement":null},{"id":"W4317542717","doi":"10.1007/s11356-023-25280-6","title":"A BPNN-based ecologically extended input–output model for virtual water metabolism network management of Kazakhstan","year":2023,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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 Regina","funders":"","keywords":"Ecotoxicology; Virtual water; Environmental science; Ecology; Computer science; Environmental resource management; Biology; Water resources","score_opus":0.04166710590311943,"score_gpt":0.3068229330511482,"score_spread":0.26515582714802877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317542717","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":[0.47932228,0.0005401828,0.5021485,0.0005355052,0.00025313924,0.00007782842,0.0006460457,0.0015484963,0.014928082],"genre_scores_gemma":[0.9908324,0.00006642718,0.0066433554,0.00002116584,0.000011085174,0.000037198755,0.00013002637,0.000012742834,0.0022456872],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986136,0.000032887194,0.00001028621,0.000046766294,0.000020566466,0.000028089455],"domain_scores_gemma":[0.9998722,0.000036151752,0.000015018955,0.000007869771,0.00005765107,0.000011051284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003108902,0.00050496537,0.00047544896,0.00026485478,0.0006715059,0.00095068244,0.00078231824,0.0006970539,0.0017026067],"category_scores_gemma":[0.0004477064,0.0003252088,0.0004266127,0.0002971732,0.00032498286,0.000599391,0.000546093,0.00047835585,0.0002339785],"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":[0.000036664722,0.000019649107,0.0008470963,0.000016133361,0.000020370124,0.00004495556,0.00001844566,0.99074674,0.000825797,0.00042888935,0.00019362094,0.00680165],"study_design_scores_gemma":[0.0000017213667,0.000006152846,0.00024101441,0.0000013604671,0.000004947525,0.0000025423487,0.0000038589837,0.9993807,0.00012029301,0.00016476339,0.00007072382,0.000001888544],"about_ca_topic_score_codex":0.057593547,"about_ca_topic_score_gemma":0.038383435,"teacher_disagreement_score":0.057593547,"about_ca_system_score_codex":0.000967478,"about_ca_system_score_gemma":0.0011797093,"threshold_uncertainty_score":0.114516616},"labels":[],"label_agreement":null},{"id":"W4327971793","doi":"10.3390/e25030532","title":"Entropy and Cities: A Bibliographic Analysis towards More Circular and Sustainable Urban Environments","year":2023,"lang":"en","type":"review","venue":"Entropy","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Sustainability; Externality; Entropy (arrow of time); Environmental degradation; Environmental resource management; Natural resource; Environmental planning; Compact city; Sustainable development; Environmental economics; Natural resource economics; Environmental science; Urban planning; Civil engineering; Economics; Ecology; Engineering","score_opus":0.01932237484725591,"score_gpt":0.26734667606908774,"score_spread":0.24802430122183183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327971793","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":[0.0010379908,0.9833202,0.0017323374,0.0020471907,0.00039673815,0.000024164006,0.00028669304,0.000024732062,0.011130066],"genre_scores_gemma":[0.0074036107,0.9888291,0.0017938279,0.00039324362,0.0002789507,0.000027596083,0.0002483546,0.000010744158,0.0010145834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882644,0.00036786892,0.0001913746,0.00011669001,0.00044051392,0.000057118457],"domain_scores_gemma":[0.99705684,0.0019026855,0.00030612262,0.000096099844,0.0005809829,0.000057238565],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0014801092,0.0007870852,0.0013447361,0.028882235,0.0010384856,0.0036724026,0.0006882177,0.0008699682,0.005696236],"category_scores_gemma":[0.005098817,0.00037117678,0.0009477689,0.05120962,0.0019584023,0.0055137957,0.002104295,0.00132114,0.00078494975],"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":[0.000048688387,0.00004148528,0.0017573228,0.08127602,0.00031026785,0.000346914,0.004298818,0.0018707194,0.0005628672,0.15473701,0.04852336,0.70622647],"study_design_scores_gemma":[0.0000058395967,0.000018881738,0.0033046773,0.04237723,0.00026609557,0.00039059544,0.0020447057,0.0002608861,0.000200031,0.02388255,0.9272141,0.000034380737],"about_ca_topic_score_codex":0.008983654,"about_ca_topic_score_gemma":0.014512012,"teacher_disagreement_score":0.97111773,"about_ca_system_score_codex":0.0033891087,"about_ca_system_score_gemma":0.007163551,"threshold_uncertainty_score":0.024589777},"labels":[],"label_agreement":null},{"id":"W4376474473","doi":"10.5220/0010342900002865","title":"Bacterial Growth and Siderophore Production in Bacteria: An Analytical Model","year":2021,"lang":"en","type":"article","venue":"","topic":"Sustainability and Ecological Systems Analysis","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":"Toronto Metropolitan University","funders":"","keywords":"Siderophore; Bacteria; Production (economics); Biochemical engineering; Computer science; Biology; Engineering; Economics","score_opus":0.01695263354918224,"score_gpt":0.23150650871245984,"score_spread":0.2145538751632776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376474473","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":[0.48364964,0.0033518635,0.3729169,0.00732519,0.00045522084,0.0002350502,0.0012043186,0.00033520506,0.13052645],"genre_scores_gemma":[0.9403857,0.0022672329,0.018319177,0.0003895337,0.00020832726,0.0003362711,0.00021374549,0.0000802605,0.037799828],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996723,0.00012045796,0.000012972094,0.000059759106,0.000060926006,0.00007359355],"domain_scores_gemma":[0.99874866,0.00089821295,0.00011665722,0.000041290892,0.00012592018,0.00006918333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000700113,0.0013895266,0.00143846,0.0009971495,0.0010378555,0.0020060025,0.0023026918,0.00428475,0.0035058332],"category_scores_gemma":[0.0028106181,0.00091858336,0.0014361113,0.0012805113,0.0016867636,0.0022234311,0.0017319155,0.0014256027,0.0007201229],"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":[0.00006490903,0.00014855729,0.0009642754,0.00013402283,0.000036762023,0.00024522713,0.00014948689,0.91494715,0.0029481002,0.076568626,0.00083787885,0.0029549713],"study_design_scores_gemma":[0.000019640504,0.000034210683,0.00019297714,0.000008522447,0.00002059216,0.000031890053,0.00003909804,0.9871898,0.00028968474,0.0115290405,0.0006324057,0.000012150093],"about_ca_topic_score_codex":0.012007372,"about_ca_topic_score_gemma":0.00498899,"teacher_disagreement_score":0.012007372,"about_ca_system_score_codex":0.0018453748,"about_ca_system_score_gemma":0.0018776138,"threshold_uncertainty_score":0.023874998},"labels":[],"label_agreement":null},{"id":"W4380880044","doi":"10.1002/9781119511847.app2","title":"Appendix B: Models of Fishery Systems","year":2023,"lang":"en","type":"other","venue":"","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":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Nova scotia; SAINT; Citation; Fishery; Library science; History; Archaeology; Computer science; Art history; Biology","score_opus":0.017094394999727664,"score_gpt":0.21350117427581747,"score_spread":0.1964067792760898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380880044","genre_codex":"dataset","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":[0.0019114977,0.00074175996,0.116550066,0.0036696289,0.0007971192,0.0004829878,0.45476505,0.004014106,0.41706768],"genre_scores_gemma":[0.07076146,0.002818194,0.17680506,0.0023242044,0.0007805628,0.0034370094,0.2593163,0.007208999,0.47654828],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995659,0.00014144978,0.000027790205,0.000047917078,0.00017704727,0.000039845458],"domain_scores_gemma":[0.9955498,0.002205747,0.00016774388,0.00040975897,0.0015262415,0.00014079979],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00075087865,0.0011075838,0.0007077931,0.0019984485,0.00048079286,0.0010742664,0.0022670159,0.0017954234,0.48624516],"category_scores_gemma":[0.009673241,0.00070464134,0.0006985472,0.003253379,0.00030927843,0.0019490543,0.0008818742,0.0013080449,0.13497922],"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":[0.000020539037,0.000047088542,0.0003914725,0.00023614564,0.00001326874,0.00006783454,0.00003256115,0.027436884,0.0000833835,0.08523375,0.86701,0.01942699],"study_design_scores_gemma":[0.00017306444,0.00001614744,0.0007398212,0.00018112315,0.000019619103,0.0001535802,0.00004669441,0.06479406,0.000361018,0.1472628,0.7862183,0.00003372606],"about_ca_topic_score_codex":0.050069198,"about_ca_topic_score_gemma":0.036479138,"teacher_disagreement_score":0.48624516,"about_ca_system_score_codex":0.0017342658,"about_ca_system_score_gemma":0.0021989285,"threshold_uncertainty_score":0.73280895},"labels":[],"label_agreement":null},{"id":"W4385519720","doi":"10.21203/rs.3.rs-3134498/v1","title":"Carbon Metabolism in “Production-Living-Ecological” Space in Urban Agglomeration Based on Land Use Change","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sustainability and Ecological Systems Analysis","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 Northern British Columbia","funders":"National Natural Science Foundation of China","keywords":"Economies of agglomeration; Production (economics); Space (punctuation); Carbon fibers; Ecology; Natural resource economics; Geography; Economic geography; Economics; Biology; Economic growth; Computer science","score_opus":0.11434954040084322,"score_gpt":0.3486752515567678,"score_spread":0.2343257111559246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385519720","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":[0.99828666,0.00005318536,0.000576033,0.00008410608,0.0000027328238,0.0000026037424,0.00016404709,0.000006225483,0.000824351],"genre_scores_gemma":[0.9994272,0.000021292873,0.0001336806,0.0000052744685,0.0000012075699,0.0000021394656,0.000092634145,0.000003824102,0.00031279353],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990654,0.00002384545,0.000003576164,0.000027540018,0.000007794779,0.000030686657],"domain_scores_gemma":[0.9996176,0.00017378724,0.000048629172,0.000023660761,0.00004738124,0.00008892087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002488149,0.00018890838,0.00019777984,0.0005463741,0.00026134698,0.0008570783,0.0003514788,0.00037618613,0.0048075486],"category_scores_gemma":[0.000878591,0.0001418481,0.00044377396,0.0008866987,0.000697771,0.0007387108,0.000476751,0.00020202943,0.0002993882],"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":[0.0026339702,0.000296065,0.8109298,0.00013861553,0.0004712719,0.0008499089,0.0020098924,0.09231216,0.04086625,0.02586597,0.0016122517,0.022013921],"study_design_scores_gemma":[0.000016757995,0.000082743056,0.91665834,0.000007995886,0.000058163183,0.0001252947,0.0013379606,0.07000764,0.0017965937,0.009299127,0.00058969104,0.000019686477],"about_ca_topic_score_codex":0.020493962,"about_ca_topic_score_gemma":0.019957311,"teacher_disagreement_score":0.020493962,"about_ca_system_score_codex":0.0010328823,"about_ca_system_score_gemma":0.00029344248,"threshold_uncertainty_score":0.04074931},"labels":[],"label_agreement":null},{"id":"W4385569768","doi":"10.1007/978-3-031-28193-8_20","title":"An Ecological-Network Input–Output Clustering Model for Analyzing CO2 Emission System","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental science and engineering","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 Regina","funders":"","keywords":"Smelting; Environmental economics; Electricity; Cluster (spacecraft); Cluster analysis; Greenhouse gas; Production (economics); Environmental engineering; Environmental science; Industrial organization; Business; Natural resource economics; Engineering; Computer science; Economics; Ecology; Materials science; Microeconomics","score_opus":0.0134593352450616,"score_gpt":0.19860707318276197,"score_spread":0.18514773793770037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385569768","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":[0.033076882,0.00035083742,0.95145535,0.0004878696,0.00008623202,0.000058119364,0.00048167372,0.0005002075,0.013502853],"genre_scores_gemma":[0.77763236,0.0005860817,0.18849897,0.00021010872,0.000094704235,0.0003035143,0.000772564,0.0002844417,0.031617265],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980766,0.000073572985,0.000008590736,0.00005138515,0.000035730718,0.000023120892],"domain_scores_gemma":[0.99963486,0.00021467969,0.000028378621,0.000022456576,0.00007659891,0.000022948463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000653269,0.00061493274,0.0006525531,0.00038796995,0.0006478813,0.00078840443,0.0019636892,0.0012037061,0.004232018],"category_scores_gemma":[0.0012448789,0.00039394514,0.0008450324,0.0009082676,0.0005966648,0.0010373159,0.0008446444,0.0008819901,0.00043574788],"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":[0.000010145928,0.000010915774,0.00017521092,0.000011496306,0.000014682084,0.000017766357,0.000012338995,0.986311,0.0002231551,0.009514204,0.0004489938,0.0032499314],"study_design_scores_gemma":[9.4538217e-7,0.0000016315154,0.000034985213,6.846109e-7,0.0000020628536,0.000002115861,0.0000014878467,0.9974274,0.000028036528,0.0023811816,0.00011808446,0.0000013427687],"about_ca_topic_score_codex":0.033780865,"about_ca_topic_score_gemma":0.029066652,"teacher_disagreement_score":0.033780865,"about_ca_system_score_codex":0.0018548188,"about_ca_system_score_gemma":0.0012777098,"threshold_uncertainty_score":0.067168474},"labels":[],"label_agreement":null},{"id":"W4385794038","doi":"10.59350/hjv2k-1qg36","title":"Towards a unification of unified theories of biodiversity [Things you should read]","year":2010,"lang":"en","type":"preprint","venue":"","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unification; Ecology; Biodiversity; Computer science; Epistemology; Philosophy; Biology","score_opus":0.026794537387464904,"score_gpt":0.2458537626904163,"score_spread":0.2190592253029514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385794038","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":[0.006828194,0.027141567,0.6897759,0.17547162,0.020186415,0.00007409528,0.000433313,0.001195713,0.07889315],"genre_scores_gemma":[0.25782043,0.030497933,0.6141762,0.037997622,0.025198637,0.00094540406,0.0015561248,0.0018572158,0.029950472],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9922883,0.003493562,0.00056407327,0.0007839452,0.0024133767,0.00045666064],"domain_scores_gemma":[0.98695576,0.0046362216,0.0007073133,0.0036029364,0.00329826,0.00079949695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021878164,0.0013470678,0.0028605638,0.0048586624,0.0037618326,0.009462998,0.0047695674,0.0056392075,0.007206468],"category_scores_gemma":[0.028229984,0.0011826324,0.0028028013,0.0033806683,0.014600926,0.033766612,0.009130481,0.0151832,0.0034736968],"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":[0.000004297358,0.0000059433582,0.00003906627,0.0000383666,0.0000135905175,0.000012271605,0.00013358198,0.00025331476,0.000036079437,0.9861027,0.007795656,0.005565091],"study_design_scores_gemma":[0.000002631492,0.0000021942133,0.00003487602,0.000030362944,0.00000317526,0.0000065888166,0.000032445645,0.0006896959,0.000027443195,0.9892804,0.0098845605,0.0000056012873],"about_ca_topic_score_codex":0.002658076,"about_ca_topic_score_gemma":0.0022216737,"teacher_disagreement_score":0.021878164,"about_ca_system_score_codex":0.0054180506,"about_ca_system_score_gemma":0.0040466264,"threshold_uncertainty_score":0.11570418},"labels":[],"label_agreement":null},{"id":"W4386642060","doi":"10.1016/b978-0-12-822562-2.00152-3","title":"Scale, Concept and Effects of","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","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":"Tula Foundation","funders":"","keywords":"Scale (ratio); Ecology; Foundation (evidence); Process (computing); Space (punctuation); Geography; Computer science; Biology; Cartography","score_opus":0.006369683383007649,"score_gpt":0.20058867948166303,"score_spread":0.1942189960986554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386642060","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":[0.010269227,0.030119305,0.062401865,0.0073168487,0.0007835809,0.000039924642,0.00017816648,0.00020315743,0.8886879],"genre_scores_gemma":[0.67469054,0.028872931,0.055795617,0.0024821279,0.0019838247,0.00032972178,0.0002481154,0.00037017523,0.2352269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990754,0.00028366136,0.000043713804,0.00024127765,0.00030495235,0.000051015315],"domain_scores_gemma":[0.99848574,0.00096818403,0.00010592071,0.00023128989,0.00013727696,0.000071623006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016293018,0.00055661355,0.00045754004,0.0012715807,0.00069447886,0.0055435915,0.00089011475,0.0012100812,0.013793704],"category_scores_gemma":[0.004442186,0.00040979421,0.00042268372,0.0014387552,0.0073960903,0.00723462,0.0020006667,0.0020082346,0.0017152278],"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":[0.000004254943,0.000004033736,0.00013756381,0.000052259224,0.000003976466,0.000015727197,0.00022616248,0.00022739502,0.00024176843,0.97939163,0.0024897726,0.017205346],"study_design_scores_gemma":[0.000005819033,0.000011902681,0.0010037182,0.000069325215,0.000009825103,0.000143494,0.00032793602,0.00069632457,0.00018478702,0.8847842,0.11275528,0.000007450369],"about_ca_topic_score_codex":0.001401238,"about_ca_topic_score_gemma":0.0014055636,"teacher_disagreement_score":0.9862063,"about_ca_system_score_codex":0.001520093,"about_ca_system_score_gemma":0.00080659805,"threshold_uncertainty_score":0.046144545},"labels":[],"label_agreement":null},{"id":"W4386706488","doi":"10.1126/sciadv.adh2458","title":"Earth beyond six of nine planetary boundaries","year":2023,"lang":"en","type":"article","venue":"Science Advances","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":2825,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan; University of Victoria","funders":"","keywords":"Biosphere; Planetary boundaries; Context (archaeology); Earth system science; Boundary (topology); Environmental science; Geology; Earth science; Oceanography; Ecology; Biology; Paleontology; Sustainable development; Mathematics","score_opus":0.007370912250424828,"score_gpt":0.2383045677354876,"score_spread":0.23093365548506278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386706488","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":[0.05777022,0.033161405,0.036532555,0.068686105,0.0074912263,0.0005074288,0.038204618,0.0028141665,0.75483227],"genre_scores_gemma":[0.6903939,0.023346012,0.10268818,0.027868275,0.001710944,0.00096183666,0.06277555,0.0012165679,0.089038685],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99750024,0.00042288442,0.00027224672,0.0002655843,0.0010155365,0.0005235616],"domain_scores_gemma":[0.9957491,0.0010363709,0.00054137,0.0004804474,0.001457414,0.00073524605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003470041,0.00030051722,0.00035436187,0.0014652587,0.0017734565,0.003443796,0.0014849189,0.002000006,0.0119015165],"category_scores_gemma":[0.0093922755,0.00025177374,0.000775234,0.001412185,0.0013346742,0.0043769516,0.004927556,0.0031581167,0.0020129124],"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":[0.00014931535,0.000044225388,0.020994216,0.0017467691,0.00010529981,0.0005498679,0.0026954426,0.002755675,0.0014781404,0.29666597,0.41480827,0.25800675],"study_design_scores_gemma":[0.000017078906,0.000025006542,0.010159414,0.00064846914,0.00003482871,0.00018168607,0.0008110381,0.00029420893,0.0003578558,0.021132983,0.966309,0.000028398781],"about_ca_topic_score_codex":0.041628584,"about_ca_topic_score_gemma":0.039226294,"teacher_disagreement_score":0.041628584,"about_ca_system_score_codex":0.0017235064,"about_ca_system_score_gemma":0.0073922477,"threshold_uncertainty_score":0.08277261},"labels":[],"label_agreement":null},{"id":"W4389132953","doi":"10.5539/jmr.v15n6p34","title":"Scales Bridging in the Model of Growth of Animals, a Holistic Slant","year":2023,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bridging (networking); Bridge (graph theory); Growth model; Scale (ratio); Mathematics; Computer science; Biology; Mathematical economics; Geography; Cartography","score_opus":0.19775619784471835,"score_gpt":0.39393178738181656,"score_spread":0.1961755895370982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389132953","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":[0.044620425,0.0006765639,0.9283029,0.0013591449,0.0001410695,0.00003686305,0.00012887408,0.00010066027,0.024633503],"genre_scores_gemma":[0.85851866,0.0010321934,0.1204885,0.00036505464,0.00017653647,0.00025051917,0.00012075594,0.00017562282,0.018872177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995316,0.00022882056,0.00001871752,0.0001029338,0.00008191726,0.000036051242],"domain_scores_gemma":[0.9992111,0.00039241134,0.00014935895,0.00009674105,0.00006620801,0.000084207495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089854444,0.0006794105,0.0006216641,0.00053613354,0.0006656548,0.0011001193,0.0010737532,0.0009768156,0.0030165364],"category_scores_gemma":[0.0023928245,0.00034498356,0.0014517406,0.0004394044,0.0021099427,0.0022389253,0.0022581136,0.0017738044,0.00037354734],"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":[0.000022003615,0.00002453962,0.0013639118,0.00011747248,0.000044365308,0.0001646646,0.0004037058,0.2158371,0.0025608751,0.77115697,0.0008269617,0.0074773673],"study_design_scores_gemma":[0.0000096742615,0.000063518644,0.00071393256,0.000026267993,0.000024603229,0.00008573598,0.00011681016,0.61996615,0.00037920324,0.37249565,0.0060996334,0.000018794832],"about_ca_topic_score_codex":0.0027149648,"about_ca_topic_score_gemma":0.0018166509,"teacher_disagreement_score":0.0030165364,"about_ca_system_score_codex":0.0007948319,"about_ca_system_score_gemma":0.0005780397,"threshold_uncertainty_score":0.010091305},"labels":[],"label_agreement":null},{"id":"W4389264472","doi":"10.12911/22998993/175877","title":"A Review of the Roots of Ecological Engineering and its Principles","year":2023,"lang":"en","type":"review","venue":"Journal of Ecological Engineering","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ecology; Ecological engineering; Environmental science; Geography; Engineering; Biology","score_opus":0.04755574253112925,"score_gpt":0.27421414276217687,"score_spread":0.2266584002310476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389264472","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":[0.000083648636,0.99719834,0.00019941422,0.00039381994,0.00029173668,0.000004905363,0.000027447413,0.000006852907,0.0017937887],"genre_scores_gemma":[0.00051464525,0.998128,0.00027971037,0.00026419983,0.00020610844,0.0000063166995,0.000031451247,0.0000020953153,0.00056745944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995528,0.00007860481,0.00007341449,0.00007190341,0.00018817656,0.00003514694],"domain_scores_gemma":[0.9991672,0.00049405755,0.000101232545,0.000022728034,0.00016839548,0.000046406414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071636244,0.0011143124,0.0013803829,0.004525722,0.0005354992,0.0017215105,0.0009005981,0.0010773055,0.005818614],"category_scores_gemma":[0.0017686952,0.00039843653,0.0007263695,0.007731649,0.0008278835,0.0028076435,0.00084377645,0.0018482764,0.0024236226],"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":[0.00004869385,0.00007698431,0.00026197048,0.056199398,0.00014291215,0.00023006712,0.00034293305,0.00066004344,0.0014348183,0.023206845,0.10880253,0.80859274],"study_design_scores_gemma":[0.0000035114087,0.0000305755,0.00064015575,0.00878591,0.000050529365,0.000418145,0.0000845272,0.00004250189,0.00011765023,0.0033749463,0.98643804,0.000013446556],"about_ca_topic_score_codex":0.0025329322,"about_ca_topic_score_gemma":0.0046935272,"teacher_disagreement_score":0.005818614,"about_ca_system_score_codex":0.0011302463,"about_ca_system_score_gemma":0.0030674343,"threshold_uncertainty_score":0.019465148},"labels":[],"label_agreement":null},{"id":"W4389489395","doi":"10.1007/s11356-023-31206-z","title":"Carbon metabolism in “production-living-ecological” space in urban agglomeration based on land use change","year":2023,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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 Northern British Columbia","funders":"National Natural Science Foundation of China","keywords":"Ecology; Carbon fibers; Primary production; Environmental science; Biology; Mathematics; Ecosystem","score_opus":0.05710509595691568,"score_gpt":0.3017447451194377,"score_spread":0.24463964916252204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389489395","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":[0.9993824,0.000029562027,0.00009483506,0.000024029749,0.000001030459,0.0000017023765,0.00007954529,0.0000020906823,0.00038468995],"genre_scores_gemma":[0.99977094,0.0000088532415,0.000034294895,0.0000028972008,4.906748e-7,0.0000013630064,0.000059992853,0.0000013201617,0.000119937366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99990165,0.000022277818,0.0000044755793,0.000025174644,0.00000897627,0.00003740523],"domain_scores_gemma":[0.999731,0.00007340531,0.00004066674,0.0000182645,0.000044964378,0.000091793045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017862165,0.00017541845,0.00016965273,0.00070460944,0.00034522277,0.0007752754,0.00035715871,0.00032986485,0.0031834822],"category_scores_gemma":[0.00047493738,0.00013473017,0.00041518296,0.0009137958,0.0006817868,0.0005339712,0.0005510345,0.00017765618,0.000274951],"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":[0.0022783992,0.00016697573,0.938398,0.00005585375,0.0002812251,0.000546528,0.0018649949,0.0105549125,0.03239888,0.004582598,0.00040515265,0.008466479],"study_design_scores_gemma":[0.000004356437,0.000042559033,0.9923322,0.0000026578275,0.00002118842,0.00006344543,0.0008628719,0.0051793847,0.0006823835,0.0006109771,0.0001911745,0.000006841484],"about_ca_topic_score_codex":0.028509773,"about_ca_topic_score_gemma":0.038791772,"teacher_disagreement_score":0.028509773,"about_ca_system_score_codex":0.0012482128,"about_ca_system_score_gemma":0.00035039533,"threshold_uncertainty_score":0.056687653},"labels":[],"label_agreement":null},{"id":"W4389719387","doi":"10.1016/b978-0-323-90798-9.00044-5","title":"Inverse Modeling Applications to Coastal Marine Ecosystems","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Sustainability and Ecological Systems Analysis","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":"Université Laval","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Marine ecosystem; Food web; Ecosystem; Ecosystem model; Computer science; Ecology; Variety (cybernetics); Focus (optics); Environmental resource management; Environmental science; Geography; Artificial intelligence; Biology","score_opus":0.022847450118905807,"score_gpt":0.2315395630167947,"score_spread":0.20869211289788892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389719387","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":[0.0018175564,0.008882014,0.8078049,0.00087133487,0.0010073269,0.000031111376,0.00035350886,0.002503392,0.17672879],"genre_scores_gemma":[0.034837753,0.027982611,0.3295489,0.00065910886,0.00089646457,0.00013833545,0.00083110575,0.0014286933,0.60367703],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998938,0.000021108912,0.0000059522367,0.00001993011,0.000054821423,0.000004402835],"domain_scores_gemma":[0.9997998,0.00011754785,0.000007309742,0.000025106629,0.000043152435,0.000007184942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024574806,0.0010150534,0.0006199308,0.00075777696,0.00024192494,0.0015494395,0.00064431137,0.0009346081,0.035161868],"category_scores_gemma":[0.00075366296,0.00050809357,0.0007853927,0.0010729705,0.0003565851,0.00095720903,0.0010917557,0.00089682743,0.010379446],"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":[0.000011204919,0.000038464805,0.00038661138,0.0005108193,0.000043628792,0.00025712544,0.00020507391,0.12041428,0.006116136,0.089950636,0.105042316,0.67702365],"study_design_scores_gemma":[0.0000057028446,0.00002284053,0.00039986378,0.00024237264,0.00003435096,0.0005016748,0.00010264794,0.20127583,0.0020323931,0.106146075,0.68920755,0.000028642895],"about_ca_topic_score_codex":0.0049388926,"about_ca_topic_score_gemma":0.0066534085,"teacher_disagreement_score":0.035161868,"about_ca_system_score_codex":0.00028563966,"about_ca_system_score_gemma":0.00037988325,"threshold_uncertainty_score":0.11762822},"labels":[],"label_agreement":null},{"id":"W4391412814","doi":"10.5194/bg-21-625-2024","title":"Evaluation of five models for constructing forest NPP–age relationships in China based on 3121 field survey samples","year":2024,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Science Foundation of Fujian Province; National Natural Science Foundation of China","keywords":"China; Field (mathematics); Field survey; Environmental science; Geography; Physical geography; Cartography; Mathematics; Archaeology","score_opus":0.10560254432414791,"score_gpt":0.3058714930774334,"score_spread":0.2002689487532855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391412814","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":[0.96947753,0.00017372068,0.028509721,0.000080002515,0.0000122961,0.000098178396,0.00057992997,0.0002688225,0.0007998246],"genre_scores_gemma":[0.9864709,0.00008830446,0.011914774,0.000020155776,0.000004506064,0.00010430521,0.0009938924,0.00002455351,0.00037861997],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9994135,0.00020726658,0.000043024913,0.00018126781,0.00007708342,0.000077895274],"domain_scores_gemma":[0.9974896,0.0014675736,0.00018292546,0.00014222278,0.00061235816,0.00010538311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040551797,0.0012478912,0.00071599387,0.0019926708,0.0006169966,0.00096041424,0.0013249726,0.00091857516,0.0011268691],"category_scores_gemma":[0.0055628275,0.00047964507,0.0014939941,0.0012085537,0.0003554066,0.0012532914,0.00060613634,0.0005963612,0.00018253013],"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":[0.00015015139,0.00016511991,0.11509746,0.00010676653,0.00014643134,0.00011255883,0.00012269581,0.8510775,0.00073470344,0.0007476888,0.0005064414,0.031032497],"study_design_scores_gemma":[0.000009941843,0.000030618914,0.011946653,0.000006592913,0.000022840337,0.0000091465645,0.000040576044,0.9873913,0.00023094777,0.00020842138,0.00009373338,0.000009236024],"about_ca_topic_score_codex":0.10775248,"about_ca_topic_score_gemma":0.059910383,"teacher_disagreement_score":0.10775248,"about_ca_system_score_codex":0.0028405709,"about_ca_system_score_gemma":0.002207289,"threshold_uncertainty_score":0.21425056},"labels":[],"label_agreement":null},{"id":"W4392532344","doi":"","title":"Modélisation de la croissance des plantes supérieures pour les systèmes de support-vie (modèle métabolique de la feuille de laitue considérant la conversion d'énergie et le métabolisme central du carbone)","year":2012,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Carbon fibers; Energy metabolism; Metabolism; Energy system; Environmental science; Botany; Horticulture; Chemistry; Biology; Computer science; Renewable energy; Ecology; Biochemistry","score_opus":0.013568727496658014,"score_gpt":0.2300107381576093,"score_spread":0.21644201066095128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392532344","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":[0.4929495,0.0011884404,0.47543833,0.0007676269,0.00020412766,0.00021749616,0.0027521858,0.0014471589,0.025035175],"genre_scores_gemma":[0.9457092,0.0005431273,0.036086522,0.000079718295,0.000023052551,0.00028095758,0.0008958316,0.00014138473,0.01624023],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998259,0.000035960205,0.0000081105245,0.000056037552,0.00004412639,0.00002991521],"domain_scores_gemma":[0.99955684,0.00024198882,0.00004295474,0.000035447785,0.000091885566,0.00003097548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003560803,0.00064417196,0.0007958194,0.00036735937,0.0005227993,0.0012946713,0.001017471,0.0018967711,0.004268905],"category_scores_gemma":[0.0008832668,0.00045314833,0.0016781266,0.00058487954,0.00042680083,0.0009129756,0.00058039837,0.0012103353,0.000619198],"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":[0.00003358321,0.000021159181,0.00084672857,0.000047802332,0.000017121638,0.000037588852,0.000032474185,0.99220544,0.0025623033,0.0012632882,0.00014721375,0.002785261],"study_design_scores_gemma":[0.0000071934323,0.000019514173,0.00043125852,0.000004642476,0.000007013481,0.000007719724,0.00001365196,0.99727184,0.0007899835,0.0006233358,0.000818061,0.0000058722453],"about_ca_topic_score_codex":0.03867206,"about_ca_topic_score_gemma":0.023366533,"teacher_disagreement_score":0.03867206,"about_ca_system_score_codex":0.001121184,"about_ca_system_score_gemma":0.0015595425,"threshold_uncertainty_score":0.076893926},"labels":[],"label_agreement":null},{"id":"W4392593760","doi":"10.1029/2023ef004295","title":"Making Ecosystem Modeling Operational–A Novel Distributed Execution Framework to Systematically Explore Ecological Responses to Divergent Climate Trajectories","year":2024,"lang":"en","type":"article","venue":"Earth s Future","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Ecosystem model; Ecosystem; Environmental resource management; Computer science; Ecology; Environmental science; Biology","score_opus":0.03827724499638251,"score_gpt":0.28592277084408385,"score_spread":0.24764552584770133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392593760","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":[0.08802971,0.000087399894,0.90573597,0.00035710135,0.000040284416,0.0001031222,0.00027695723,0.002522701,0.0028467604],"genre_scores_gemma":[0.6749165,0.00007499468,0.32329834,0.00007060312,0.000030537598,0.0001806411,0.00052176433,0.0002481102,0.00065846543],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993211,0.0002713859,0.000048509803,0.00014435098,0.00014040712,0.00007429234],"domain_scores_gemma":[0.9982817,0.0006777944,0.00017846566,0.0004779137,0.00021804139,0.00016603636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028431625,0.0007938577,0.00038405784,0.00056000444,0.000583675,0.0012344533,0.0016540327,0.00067158305,0.0013861788],"category_scores_gemma":[0.0048022717,0.00026192248,0.0007979764,0.00035113603,0.0009410855,0.0015806562,0.0019366108,0.0012672553,0.00022362651],"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":[0.000085510386,0.00012092651,0.0068354704,0.000036078738,0.00006346125,0.00012408674,0.00017466558,0.93586856,0.00402272,0.028442163,0.00075654144,0.023469804],"study_design_scores_gemma":[0.000009376401,0.000012134092,0.00019705073,0.0000037544341,0.000005589494,0.0000059009017,0.000016748498,0.9912418,0.00049445656,0.0074047,0.00060446473,0.000003928277],"about_ca_topic_score_codex":0.009485803,"about_ca_topic_score_gemma":0.009450853,"teacher_disagreement_score":0.009485803,"about_ca_system_score_codex":0.0008379475,"about_ca_system_score_gemma":0.0017361679,"threshold_uncertainty_score":0.018861175},"labels":[],"label_agreement":null},{"id":"W4393170805","doi":"10.2139/ssrn.4771534","title":"Emergy-Based Exergoeconomic and Exergoenvironmental Assessment of a Novel Cchp System Integrated with Peme and Pemfc for a Residual Building","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","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 Waterloo","funders":"","keywords":"Emergy; Residual; Environmental science; Waste management; Environmental engineering; Engineering; Automotive engineering; Environmental economics; Process engineering; Computer science; Economics; Ecology; Sustainability; Biology","score_opus":0.007239969237725721,"score_gpt":0.2411517337549461,"score_spread":0.2339117645172204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393170805","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":[0.98883075,0.0000750107,0.007518506,0.00006486016,0.0000074681107,0.000040044448,0.00027618578,0.00006307336,0.003124272],"genre_scores_gemma":[0.9987877,0.000018303439,0.000591081,0.0000026050145,8.492272e-7,0.000009947887,0.000038948518,0.0000037752268,0.0005468394],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990165,0.00002135204,0.0000049295554,0.000017683546,0.000033193664,0.000021279995],"domain_scores_gemma":[0.9998958,0.000053884793,0.000008314709,0.0000073557685,0.000023573413,0.000010979479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024700104,0.00044401156,0.0005525182,0.0004272307,0.00043045267,0.0006800444,0.00057196215,0.00065241876,0.0028995145],"category_scores_gemma":[0.0002745879,0.000207586,0.00048311055,0.00039133176,0.0003883337,0.00065232493,0.00053001166,0.00038589066,0.00015381475],"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":[0.0007152471,0.0001775042,0.0043885484,0.00016741933,0.000047657162,0.00039968514,0.000060754915,0.9543827,0.026690876,0.0007151728,0.0002117798,0.012042668],"study_design_scores_gemma":[0.000032584496,0.00037963653,0.0062172688,0.000007061874,0.000031745192,0.000039481954,0.000102981525,0.97913206,0.013331332,0.00044125086,0.000267272,0.000017359813],"about_ca_topic_score_codex":0.010017022,"about_ca_topic_score_gemma":0.009238973,"teacher_disagreement_score":0.010017022,"about_ca_system_score_codex":0.00065313076,"about_ca_system_score_gemma":0.00034876296,"threshold_uncertainty_score":0.019917428},"labels":[],"label_agreement":null},{"id":"W4395702586","doi":"10.1016/j.cesys.2024.100189","title":"Analysis of urban metabolism in an informal settlement using the MuSIASEM method in Lima","year":2024,"lang":"en","type":"article","venue":"Cleaner Environmental Systems","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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":"McGill University","funders":"Universidad de Lima","keywords":"Urban metabolism; Nexus (standard); Human settlement; Sustainability; Geography; Population; Ecosystem services; Informal sector; Work (physics); Resource (disambiguation); Latin Americans; Salary; Economic growth; Environmental resource management; Natural resource economics; Economics; Ecosystem; Ecology; Sociology; Political science; Urban planning; Urban density; Engineering; Demography","score_opus":0.015754979333944968,"score_gpt":0.2656007106048059,"score_spread":0.24984573127086093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395702586","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":[0.98476875,0.00037085678,0.005565787,0.00013490827,0.000008449629,0.00014753241,0.0022248428,0.00008816311,0.006690671],"genre_scores_gemma":[0.99324566,0.00012526389,0.004139705,0.00001977271,0.000007035186,0.00026382957,0.0013981583,0.000012967495,0.00078759925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937975,0.00033669028,0.000033060045,0.00010353433,0.000057124053,0.000089983834],"domain_scores_gemma":[0.9993605,0.00031691074,0.0001224339,0.000055955305,0.000098285476,0.00004583187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087840937,0.00032801807,0.00040273814,0.0035779898,0.0005398708,0.0011785367,0.00045327644,0.00034272578,0.0029434732],"category_scores_gemma":[0.0021739625,0.00016069178,0.0006674675,0.004658604,0.00055544125,0.00055416446,0.001899155,0.00021198296,0.00025983318],"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":[0.0003670906,0.00022408555,0.8612534,0.0008370495,0.00043225187,0.0018733522,0.0249331,0.0060785655,0.0025099025,0.010829607,0.0034071235,0.08725453],"study_design_scores_gemma":[0.000015888972,0.00012492105,0.93010163,0.00019133775,0.00010471862,0.00032268377,0.03531961,0.01756859,0.00063720945,0.0027074583,0.012863063,0.000042969878],"about_ca_topic_score_codex":0.017870016,"about_ca_topic_score_gemma":0.019907216,"teacher_disagreement_score":0.017870016,"about_ca_system_score_codex":0.00076237856,"about_ca_system_score_gemma":0.00049208733,"threshold_uncertainty_score":0.035531998},"labels":[],"label_agreement":null},{"id":"W4396577292","doi":"10.1016/j.ecolmodel.2024.110738","title":"Development of a fuzzy logic-embedded system dynamics model to simulate complex socio-ecological systems","year":2024,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":9,"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":"National Research Foundation of Korea; Ministry of Education; CHEO Research Institute","keywords":"Fuzzy logic; Adaptive neuro fuzzy inference system; Computer science; Reliability (semiconductor); Inference; Data mining; Machine learning; Fuzzy control system; Artificial intelligence","score_opus":0.05714529749154915,"score_gpt":0.2732677994285133,"score_spread":0.21612250193696417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396577292","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":[0.069597095,0.00009011917,0.9186088,0.00023477523,0.0000635857,0.00011897342,0.0002648194,0.00072864315,0.010293233],"genre_scores_gemma":[0.8330527,0.00011938571,0.1610053,0.00006498607,0.000013793093,0.0002467907,0.00026306484,0.00007237133,0.0051617394],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999075,0.00002250035,0.000006141921,0.000018889099,0.000032113458,0.000012843],"domain_scores_gemma":[0.9997546,0.000114117836,0.00002196437,0.000017664526,0.00007165544,0.00002010277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003010486,0.00036379465,0.00048301477,0.0002770173,0.00046640192,0.0006515613,0.0010664784,0.00095864193,0.003313106],"category_scores_gemma":[0.0008783759,0.00026201914,0.00057283667,0.0001916978,0.00029370614,0.00063859683,0.0005110243,0.00071191054,0.00037902233],"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":[0.0000106973,0.000020473743,0.0003137161,0.000018145549,0.000012088981,0.000042278632,0.000021457998,0.99043244,0.0010060212,0.0039161136,0.00013880583,0.004067764],"study_design_scores_gemma":[0.0000026012347,0.0000047328,0.000029836714,0.0000012385387,0.0000020100613,0.0000028304346,0.0000019017396,0.9991873,0.0001709097,0.00043191935,0.00016340653,0.0000012788526],"about_ca_topic_score_codex":0.018573426,"about_ca_topic_score_gemma":0.011985077,"teacher_disagreement_score":0.018573426,"about_ca_system_score_codex":0.00062945555,"about_ca_system_score_gemma":0.0013494337,"threshold_uncertainty_score":0.03693062},"labels":[],"label_agreement":null},{"id":"W4399070287","doi":"10.1007/s10980-024-01911-2","title":"New criteria for sustainable land use planning of metropolitan green infrastructures in the tropical Andes","year":2024,"lang":"en","type":"article","venue":"Landscape Ecology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Pontificia Universidad Javeriana; Universidad del Valle","keywords":"Landscape ecology; Sustainable development; Metropolitan area; Geography; Land use; Environmental planning; Green infrastructure; Nature Conservation; Land-use planning; Environmental resource management; Agroforestry; Ecology; Environmental science; Biology","score_opus":0.014430586362869645,"score_gpt":0.2779495295262333,"score_spread":0.26351894316336366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399070287","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":[0.2739781,0.0011283956,0.6586722,0.0016003274,0.00012334164,0.0013572533,0.0036860541,0.0004210991,0.05903336],"genre_scores_gemma":[0.7840395,0.0004102133,0.2093977,0.000084196356,0.000052562264,0.0008714082,0.0016244984,0.0001413438,0.0033786327],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983973,0.00061212626,0.00015319951,0.00018926672,0.00038940148,0.00025868212],"domain_scores_gemma":[0.99684095,0.0013714205,0.0004411557,0.00013871583,0.00088006764,0.00032772357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002973121,0.0011735014,0.0010219237,0.0041679144,0.0011733862,0.00465365,0.0017173617,0.001395911,0.005754583],"category_scores_gemma":[0.008754271,0.0005442568,0.0014189071,0.0036042794,0.0017044662,0.0023971254,0.0032773598,0.0013131665,0.00043878303],"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":[0.00008526164,0.000117415926,0.025795065,0.00034664103,0.00010498549,0.00030374984,0.00054029585,0.85519326,0.0012223148,0.07093577,0.004063781,0.041291345],"study_design_scores_gemma":[0.000025022646,0.000108762266,0.008455371,0.0001723917,0.00004447448,0.0001222847,0.0012970335,0.9503403,0.00088639534,0.027085673,0.011409799,0.000052597807],"about_ca_topic_score_codex":0.03618587,"about_ca_topic_score_gemma":0.03709196,"teacher_disagreement_score":0.03618587,"about_ca_system_score_codex":0.0054694614,"about_ca_system_score_gemma":0.004093037,"threshold_uncertainty_score":0.071950495},"labels":[],"label_agreement":null},{"id":"W4401907644","doi":"10.1038/s43017-024-00588-0","title":"Guiding sustainable transformations in food systems","year":2024,"lang":"en","type":"review","venue":"Nature Reviews Earth & Environment","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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 Waterloo; McGill University; University of Guelph","funders":"","keywords":"Sustainability; Food systems; Sustainable agriculture; Sustainable development; System dynamics; Environmental resource management; Computer science; Index (typography); Business; Environmental economics; Food security; Environmental science; Geography; Artificial intelligence; Economics; Political science; Ecology; Agriculture","score_opus":0.033144553163110956,"score_gpt":0.2826673650952081,"score_spread":0.24952281193209716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401907644","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":[0.000056177865,0.99430156,0.0007047614,0.0014177891,0.00038484373,0.0000062190375,0.00002190749,0.000014514032,0.0030922708],"genre_scores_gemma":[0.00096188,0.99695456,0.00065444276,0.00050149503,0.00017221786,0.000008665807,0.00003042343,0.0000038502617,0.0007124823],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991702,0.00028146637,0.000064260006,0.00009198976,0.00031640378,0.000075784985],"domain_scores_gemma":[0.9989256,0.0006905297,0.00011262228,0.00004660366,0.00017458608,0.000049991897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021368393,0.0016126903,0.0015898546,0.0023286873,0.00041784917,0.002394774,0.0015072955,0.002467624,0.0062119537],"category_scores_gemma":[0.0026898845,0.00034692007,0.0005302982,0.0050447606,0.002261309,0.003071726,0.0020401643,0.0028022712,0.0018475411],"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":[0.000020100206,0.000040579416,0.00010345482,0.020990625,0.000108826935,0.0000450635,0.00009858791,0.001639359,0.00042687514,0.06427465,0.03916512,0.87308675],"study_design_scores_gemma":[0.000008721773,0.000017002594,0.00023259535,0.009838663,0.00005712958,0.0000769957,0.00008447658,0.00015334373,0.00013087445,0.033194892,0.95619327,0.000011942369],"about_ca_topic_score_codex":0.0056798663,"about_ca_topic_score_gemma":0.01188773,"teacher_disagreement_score":0.0062119537,"about_ca_system_score_codex":0.002607078,"about_ca_system_score_gemma":0.005133987,"threshold_uncertainty_score":0.0207811},"labels":[],"label_agreement":null},{"id":"W4402359006","doi":"10.2139/ssrn.4921467","title":"&lt;div&gt; Circular Ecosystem Development and the Recyclate Initiative&lt;/div&gt;","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","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":"HEC Montréal","funders":"","keywords":"Development (topology); Ecosystem; Mathematics; Biology; Ecology; Mathematical analysis","score_opus":0.010043292716631123,"score_gpt":0.2127104863239116,"score_spread":0.20266719360728047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402359006","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":[0.007691054,0.0029750126,0.015571645,0.0738997,0.0028873433,0.000102942606,0.019559473,0.0026272966,0.87468565],"genre_scores_gemma":[0.20950551,0.004093026,0.014529909,0.0023187785,0.0013186178,0.00017162343,0.009770386,0.003769175,0.75452304],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995432,0.00008432028,0.0000256333,0.000100448626,0.00018168734,0.00006474932],"domain_scores_gemma":[0.9979923,0.0007377265,0.00017863711,0.00033108375,0.00047981483,0.00028040356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012537171,0.0005653562,0.0009616714,0.0012374099,0.0012346867,0.0037986431,0.0009590106,0.0027328804,0.2679347],"category_scores_gemma":[0.0051881867,0.00031218753,0.00038721913,0.0029431554,0.0009940852,0.003525001,0.0017835295,0.0014827338,0.050009042],"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":[0.000065849876,0.000030258705,0.0004271897,0.000112343274,0.000014302323,0.00004374482,0.00011744071,0.00043498303,0.00009704631,0.307813,0.60712147,0.08372238],"study_design_scores_gemma":[0.00006422558,0.000015932343,0.0022741598,0.00015195117,0.000015901376,0.000067524765,0.00021071537,0.0036959136,0.00080602855,0.24700502,0.7456627,0.000029969193],"about_ca_topic_score_codex":0.019163411,"about_ca_topic_score_gemma":0.02271716,"teacher_disagreement_score":0.2679347,"about_ca_system_score_codex":0.0043136044,"about_ca_system_score_gemma":0.0024239523,"threshold_uncertainty_score":0.8963309},"labels":[],"label_agreement":null},{"id":"W4403520662","doi":"10.1016/j.resconrec.2024.107958","title":"Inequities blocking the path to circular economies: A bio-inspired network-based approach for assessing the sustainability of the global trade of waste metals","year":2024,"lang":"en","type":"article","venue":"Resources Conservation and Recycling","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":7,"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; McGill University","funders":"Fu Foundation School of Engineering and Applied Science; Vereniging Trustfonds Erasmus Universiteit Rotterdam; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Natural Science Foundation of China; C3.ai Digital Transformation Institute; Fundação para a Ciência e a Tecnologia; Princeton University","keywords":"Circular economy; Sustainability; Blocking (statistics); Path (computing); Natural resource economics; Business; Economics; Environmental economics; Environmental science; Ecology; Computer science; Biology; Computer network","score_opus":0.02072277382325714,"score_gpt":0.2598131719639244,"score_spread":0.23909039814066727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403520662","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":[0.45928094,0.0012383426,0.5234308,0.0019364095,0.000074197465,0.00022667188,0.00094976096,0.00018093397,0.012681934],"genre_scores_gemma":[0.9333022,0.00038558623,0.06400901,0.00011258469,0.000038108617,0.00013953984,0.00034350983,0.00002828022,0.0016410177],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9995024,0.00027207297,0.00001611923,0.000109913795,0.000046975554,0.0000525237],"domain_scores_gemma":[0.9969607,0.0019857988,0.00055816205,0.0001338139,0.00015742352,0.00020406069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015898554,0.0005657837,0.00045180222,0.0028631997,0.00072855916,0.002016529,0.00076249876,0.0012073386,0.002260073],"category_scores_gemma":[0.0052508153,0.0002984503,0.0011054054,0.0014521831,0.0012028505,0.0018455208,0.0016391589,0.0008877313,0.00010979068],"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":[0.00014151794,0.00014018075,0.04231329,0.00018257735,0.0003274607,0.00024669894,0.0006468332,0.7856975,0.001521026,0.13025652,0.0012490755,0.03727721],"study_design_scores_gemma":[0.000007789798,0.000029969018,0.0047284234,0.000033403154,0.000036848323,0.000039725906,0.00021895596,0.9383026,0.00013452153,0.055520963,0.0009330751,0.000013749476],"about_ca_topic_score_codex":0.0071748025,"about_ca_topic_score_gemma":0.0070593883,"teacher_disagreement_score":0.0071748025,"about_ca_system_score_codex":0.0020665603,"about_ca_system_score_gemma":0.0008463613,"threshold_uncertainty_score":0.014994085},"labels":[],"label_agreement":null},{"id":"W4405075597","doi":"10.1007/s10669-024-09993-8","title":"Achieving sustainability through reform propagation in weighted socio-ecological multiplex systems","year":2024,"lang":"en","type":"article","venue":"Environment Systems & Decisions","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":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Sustainability; Multiplex; Ecology; Geography; Environmental resource management; Environmental science; Biology; Bioinformatics","score_opus":0.01875388915730933,"score_gpt":0.2602829616593096,"score_spread":0.24152907250200026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405075597","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":[0.49262363,0.00012222084,0.48710313,0.0010609828,0.000043689626,0.00022025069,0.00016600615,0.000305259,0.018354801],"genre_scores_gemma":[0.9512371,0.0000586248,0.043743595,0.00006350397,0.00002318783,0.00011441436,0.0000527118,0.000027484464,0.0046794894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978236,0.0011508061,0.000114916256,0.0003216556,0.00029437113,0.00029470256],"domain_scores_gemma":[0.9913658,0.0046812207,0.0012058408,0.0012971571,0.0008182941,0.00063174125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043966384,0.0003987025,0.00050945824,0.001110203,0.0014815623,0.0024529207,0.001347624,0.00093166577,0.008532926],"category_scores_gemma":[0.019670336,0.0003537268,0.0004567108,0.0012339536,0.0017635293,0.005991951,0.0040619946,0.001037648,0.0005166464],"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":[0.00028036255,0.00030086457,0.0045204014,0.00011446005,0.00008832329,0.00018834647,0.0011912392,0.16087595,0.0029489698,0.75507313,0.0016273478,0.072790556],"study_design_scores_gemma":[0.000044109704,0.000121287965,0.00093708443,0.00002069913,0.000065545,0.000048164846,0.0005520337,0.6197007,0.0017345747,0.3729915,0.0037624235,0.000021894062],"about_ca_topic_score_codex":0.0038378085,"about_ca_topic_score_gemma":0.003957664,"teacher_disagreement_score":0.008532926,"about_ca_system_score_codex":0.0013820707,"about_ca_system_score_gemma":0.001506211,"threshold_uncertainty_score":0.02854544},"labels":[],"label_agreement":null},{"id":"W4405380106","doi":"10.1007/s11769-024-1476-z","title":"Territorial Ecological Restoration with a High-carbon Storage Focus in the Beibu Gulf Urban Agglomeration of China: Insights from Carbon Metabolism Spatial Security Patterns","year":2024,"lang":"en","type":"article","venue":"Chinese Geographical Science","topic":"Sustainability and Ecological Systems Analysis","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 Northern British Columbia","funders":"","keywords":"Carbon sink; Carbon sequestration; Carbon fibers; China; Sink (geography); Urban agglomeration; Environmental science; Greenhouse gas; Ecology; Environmental protection; Geography; Carbon dioxide; Ecosystem; Economic geography; Biology; Computer science","score_opus":0.0031606150401279386,"score_gpt":0.20144753004177418,"score_spread":0.19828691500164625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405380106","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":[0.9990914,0.000013392893,0.00007517588,0.000069937305,0.0000011194253,0.0000026027742,0.000017757937,0.0000019238362,0.00072671985],"genre_scores_gemma":[0.9996716,0.000009624914,0.00004251619,0.0000055794585,6.5487745e-7,0.0000014089063,0.000024754789,7.432774e-7,0.00024322812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99985266,0.000019736388,0.000004516495,0.000025045156,0.000016482069,0.00008162052],"domain_scores_gemma":[0.9998597,0.000010706113,0.000029971165,0.000009677113,0.000030290406,0.00005973025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015947096,0.00013611886,0.00020441684,0.00065394485,0.0014063523,0.00091948395,0.00050715316,0.0003346242,0.0022610386],"category_scores_gemma":[0.00035766774,0.00012705055,0.00024792048,0.0012961358,0.001039678,0.00059776334,0.0012990241,0.00020632608,0.0001197981],"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":[0.00025059868,0.00017770396,0.9458683,0.00005546765,0.00010358097,0.001665317,0.011177771,0.005201675,0.0044559375,0.013674814,0.0018418628,0.015526971],"study_design_scores_gemma":[0.000007170532,0.00003300553,0.96253556,0.000011746216,0.00003635289,0.0001245851,0.025922725,0.007864459,0.00024522093,0.0016035441,0.0016011122,0.000014544658],"about_ca_topic_score_codex":0.11709972,"about_ca_topic_score_gemma":0.2982105,"teacher_disagreement_score":0.11709972,"about_ca_system_score_codex":0.0025321264,"about_ca_system_score_gemma":0.0021629764,"threshold_uncertainty_score":0.23283619},"labels":[],"label_agreement":null},{"id":"W4405603056","doi":"10.1080/01615440.2024.2441076","title":"Recent advances in social metabolism research: Sources and methods","year":2024,"lang":"en","type":"article","venue":"Historical Methods A Journal of Quantitative and Interdisciplinary History","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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 Prince Edward Island; University of Saskatchewan","funders":"Canada Research Chairs","keywords":"Data science; Computer science","score_opus":0.1433060172151786,"score_gpt":0.4820434925590593,"score_spread":0.3387374753438807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405603056","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":[0.0070556374,0.569023,0.31074712,0.050478127,0.008193641,0.0006112779,0.0023356574,0.0005692007,0.05098624],"genre_scores_gemma":[0.058885664,0.57846993,0.32309282,0.009230012,0.0152659975,0.002710515,0.0014364334,0.00072745065,0.010181234],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9844177,0.010100461,0.0008435291,0.0016056203,0.0027922648,0.00024047848],"domain_scores_gemma":[0.9050005,0.07702307,0.0039675953,0.005388231,0.007541555,0.0010791384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03381901,0.0019989365,0.00220737,0.016303694,0.0018976904,0.009058419,0.0036412901,0.002675337,0.014482753],"category_scores_gemma":[0.06666726,0.001075156,0.0017680875,0.01918641,0.0065252376,0.010168064,0.0056015705,0.0044025346,0.0030413596],"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":[0.00014006087,0.00017873888,0.007319936,0.00869871,0.00032751315,0.00013245872,0.003402506,0.0008113654,0.0004987792,0.3055387,0.028146457,0.6448048],"study_design_scores_gemma":[0.000052870044,0.00014028212,0.010092569,0.010725874,0.00038618225,0.0005701824,0.0028600853,0.0036342354,0.0011142739,0.42229217,0.54792595,0.00020533496],"about_ca_topic_score_codex":0.003491501,"about_ca_topic_score_gemma":0.0042788466,"teacher_disagreement_score":0.03381901,"about_ca_system_score_codex":0.004044265,"about_ca_system_score_gemma":0.0047318577,"threshold_uncertainty_score":0.17885411},"labels":[],"label_agreement":null},{"id":"W4406126847","doi":"10.1016/j.cles.2025.100170","title":"Integrating environmental impacts into Cost-Benefit Analysis using emergy","year":2025,"lang":"en","type":"article","venue":"Cleaner Energy Systems","topic":"Sustainability and Ecological Systems Analysis","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":true,"ca_institutions":"Community Sector Council Newfoundland and Labrador; Memorial University of Newfoundland","funders":"","keywords":"Emergy; Environmental science; Environmental economics; Natural resource economics; Economics; Sustainability; Ecology","score_opus":0.007689073112011882,"score_gpt":0.23724725049178405,"score_spread":0.22955817737977216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406126847","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":[0.035121474,0.0006088332,0.9418116,0.0004906714,0.000095084164,0.0005182815,0.0005739643,0.00025160494,0.020528555],"genre_scores_gemma":[0.4867003,0.001842451,0.49992734,0.00019369277,0.00007616411,0.0008350923,0.0006113148,0.00028567723,0.009527889],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99893004,0.00047991727,0.0000813864,0.0000798484,0.00034209434,0.00008671481],"domain_scores_gemma":[0.997633,0.0015780862,0.00021268039,0.00015268038,0.00038012333,0.00004355015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029456445,0.0012031725,0.00091181893,0.0030327935,0.00040117517,0.0030756784,0.0009872189,0.0008045752,0.0071364613],"category_scores_gemma":[0.0073012887,0.00058488315,0.0015462686,0.0029165111,0.00062212936,0.004378801,0.0019312763,0.0017526144,0.0004883324],"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":[0.000100518875,0.0001673219,0.0051800106,0.00067909574,0.00045855885,0.0004341428,0.00022026521,0.68739283,0.002704076,0.15651791,0.002299334,0.1438459],"study_design_scores_gemma":[0.00004292409,0.00025543655,0.0034964385,0.00032826894,0.00020663797,0.0002429875,0.00031860566,0.81973934,0.0035962993,0.15495823,0.016708849,0.00010601114],"about_ca_topic_score_codex":0.004458186,"about_ca_topic_score_gemma":0.0053299395,"teacher_disagreement_score":0.0071364613,"about_ca_system_score_codex":0.0019208823,"about_ca_system_score_gemma":0.0014077257,"threshold_uncertainty_score":0.023873866},"labels":[],"label_agreement":null},{"id":"W4406994677","doi":"10.3390/thermo5010003","title":"Energy and Exergy Analyses Applied to a Crop Plant System","year":2025,"lang":"en","type":"article","venue":"Thermo","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Agricultural Adaptation Council","keywords":"Exergy; Crop; Environmental science; Energy crop; Agricultural engineering; Energy (signal processing); Agronomy; Agroforestry; Bioenergy; Biology; Process engineering; Engineering; Mathematics; Biotechnology; Biofuel; Statistics","score_opus":0.012465817670681617,"score_gpt":0.23932938848773982,"score_spread":0.2268635708170582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406994677","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":[0.705567,0.0007144277,0.2795357,0.000076199365,0.00002838908,0.00013368457,0.0005988254,0.00021887387,0.013126834],"genre_scores_gemma":[0.98320514,0.00029733035,0.014607872,0.000006563297,0.0000070334836,0.00007195888,0.00013906571,0.000025435927,0.0016396489],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999933,0.000018013327,0.0000055585815,0.000013456997,0.000020901643,0.000009065273],"domain_scores_gemma":[0.99989545,0.000068662375,0.000010490326,0.000007556251,0.000014890803,0.000002949587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016270508,0.00038993306,0.00038612765,0.00064207084,0.00029545557,0.00043794644,0.00019983332,0.00022979245,0.0015129498],"category_scores_gemma":[0.00040590545,0.00012701396,0.0005617935,0.0006849673,0.00029923607,0.0003586978,0.00033210524,0.0003147955,0.0001693983],"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":[0.00012501188,0.000080983606,0.011058696,0.0003166723,0.00012553936,0.0004787721,0.0002247291,0.80442727,0.122858725,0.016701935,0.00023536522,0.04336632],"study_design_scores_gemma":[0.000006574469,0.000099967474,0.012346726,0.000011623684,0.000029333176,0.00009421755,0.00010085593,0.9597145,0.018722529,0.0069464515,0.0019083295,0.000018906998],"about_ca_topic_score_codex":0.0031076623,"about_ca_topic_score_gemma":0.0022742266,"teacher_disagreement_score":0.0031076623,"about_ca_system_score_codex":0.00033959726,"about_ca_system_score_gemma":0.0003372152,"threshold_uncertainty_score":0.006179154},"labels":[],"label_agreement":null},{"id":"W4407630860","doi":"10.1016/j.ecolecon.2025.108545","title":"Towards an ecological metaphor for regenerative circular economies","year":2025,"lang":"en","type":"article","venue":"Ecological Economics","topic":"Sustainability and Ecological Systems Analysis","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":"University of Waterloo; McGill University","funders":"Fu Foundation School of Engineering and Applied Science; Vereniging Trustfonds Erasmus Universiteit Rotterdam; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Natural Science Foundation of China; C3.ai Digital Transformation Institute; Fundação para a Ciência e a Tecnologia; Princeton University","keywords":"Metaphor; Ecology; Circular economy; Economics; Geography; Economic geography; Environmental ethics; Sociology; Natural resource economics; Economy; Philosophy; Biology","score_opus":0.017163558131646953,"score_gpt":0.2483203366083795,"score_spread":0.23115677847673255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407630860","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":[0.032263625,0.0051276316,0.53301424,0.06095378,0.0018078756,0.00017579044,0.0001579701,0.00027462648,0.36622438],"genre_scores_gemma":[0.8109609,0.0024901822,0.16358116,0.0041204533,0.00053702056,0.00044997642,0.000086630054,0.0001916554,0.017582046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99759597,0.0015236891,0.00007844883,0.00023923845,0.0003876657,0.00017489727],"domain_scores_gemma":[0.9961034,0.0020350786,0.00044463115,0.0005198274,0.00046164074,0.0004354536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005583896,0.00078592275,0.00064335286,0.0027688122,0.0033278782,0.0069858567,0.0016981596,0.0043554083,0.007909301],"category_scores_gemma":[0.008125639,0.00039640814,0.0010456991,0.001575888,0.028703313,0.014231126,0.006608812,0.005411862,0.0011033467],"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":[0.0000011521863,0.0000019703214,0.00000992382,0.000006712954,3.6911527e-7,0.00001150495,0.00015382431,0.00013198674,0.000022992865,0.99918395,0.00015327182,0.0003222207],"study_design_scores_gemma":[0.0000034384464,0.0000038257076,0.000028436036,0.000021515492,9.570886e-7,0.000038878057,0.0002980334,0.0010081417,0.000036349473,0.98515886,0.013397135,0.000004369058],"about_ca_topic_score_codex":0.0009214503,"about_ca_topic_score_gemma":0.0008777656,"teacher_disagreement_score":0.007909301,"about_ca_system_score_codex":0.0036552537,"about_ca_system_score_gemma":0.0027320762,"threshold_uncertainty_score":0.029530823},"labels":[],"label_agreement":null},{"id":"W4407819510","doi":"10.1016/j.jclepro.2025.145092","title":"Evaluating ecosystem services and disservices of bamboo forest using the emergy-based method","year":2025,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Sichuan Agricultural University; University of British Columbia; National Natural Science Foundation of China; Louisiana State University","keywords":"Emergy; Bamboo; Ecosystem services; Ecosystem; Environmental science; Business; Sustainable development; Natural resource economics; Environmental economics; Environmental resource management; Economics; Ecology","score_opus":0.026032932905592925,"score_gpt":0.34354139474066725,"score_spread":0.3175084618350743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407819510","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":[0.8308321,0.0004457966,0.161172,0.00014528849,0.00001793701,0.0001644685,0.0008616636,0.00007721138,0.006283461],"genre_scores_gemma":[0.9662584,0.000211414,0.03235964,0.00001245268,0.000005548529,0.00007160667,0.0003615772,0.000007868441,0.0007116236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994974,0.00016374841,0.000052181487,0.000069082314,0.00015446906,0.000063078034],"domain_scores_gemma":[0.9989987,0.00058184523,0.0001571789,0.000055769182,0.00014294211,0.00006354564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017285517,0.00068074476,0.00047307357,0.0045091244,0.00027333677,0.0013138264,0.00047178494,0.00043609156,0.0018008858],"category_scores_gemma":[0.003345957,0.00014920736,0.00084233965,0.0027724837,0.00037648404,0.0022477638,0.0010151075,0.00033617328,0.00010002145],"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":[0.0004342931,0.00032709868,0.39607286,0.00062165665,0.00062177883,0.0010456502,0.0005953476,0.3293789,0.009131563,0.0367965,0.00081771275,0.22415665],"study_design_scores_gemma":[0.000028948967,0.00017228346,0.13191326,0.00007698852,0.00013694512,0.00028789876,0.0011430071,0.8449153,0.003325779,0.01635194,0.0015903778,0.000057314806],"about_ca_topic_score_codex":0.0039859163,"about_ca_topic_score_gemma":0.005715446,"teacher_disagreement_score":0.0045091244,"about_ca_system_score_codex":0.0010402799,"about_ca_system_score_gemma":0.00050774904,"threshold_uncertainty_score":0.009141564},"labels":[],"label_agreement":null},{"id":"W4409902699","doi":"10.37867/te160418","title":"GREEN REVOLUTION AND ITS IMPACTS ON THE ENVIRONMENT: A REVIEW","year":2024,"lang":"en","type":"review","venue":"Towards Excellence","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Green Revolution; History; Archaeology; Agriculture","score_opus":0.04651264719307329,"score_gpt":0.2921851807438491,"score_spread":0.24567253355077578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409902699","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":[0.00007316337,0.998906,0.000034703306,0.00017013769,0.00010594468,0.0000031705765,0.00001991557,0.000003320015,0.0006835937],"genre_scores_gemma":[0.00040847762,0.9991898,0.00006005429,0.00009393485,0.000057708006,0.0000027775125,0.000015468748,6.89935e-7,0.00017114321],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997267,0.000052030395,0.000043396558,0.00004450251,0.00010815859,0.000025121752],"domain_scores_gemma":[0.9992373,0.00046690193,0.00011240769,0.00001783091,0.00011976125,0.00004587681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006331279,0.0008671568,0.00139543,0.0033757542,0.00043828093,0.0017774912,0.00078724086,0.0011305118,0.006261868],"category_scores_gemma":[0.0013049763,0.00033564057,0.0008613146,0.0051840316,0.00044054684,0.0016928852,0.00082683616,0.0014407769,0.0013172796],"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":[0.0000659586,0.00008979365,0.00026701493,0.11826317,0.00029831025,0.00020968997,0.00020770429,0.0005317584,0.0011927187,0.006927605,0.0446445,0.8273017],"study_design_scores_gemma":[0.000007788586,0.00006226494,0.0010603605,0.02834909,0.00037532754,0.00046577063,0.00013414744,0.000058940248,0.00018299044,0.00221223,0.9670715,0.00001946583],"about_ca_topic_score_codex":0.002458717,"about_ca_topic_score_gemma":0.0054307156,"teacher_disagreement_score":0.006261868,"about_ca_system_score_codex":0.00084956613,"about_ca_system_score_gemma":0.00321086,"threshold_uncertainty_score":0.020947993},"labels":[],"label_agreement":null},{"id":"W4409956043","doi":"10.1016/j.envsci.2025.104079","title":"Exploring the urban systemic scenarios of improving socioecological conditions in an informal settlement of a developing country with a system dynamics model","year":2025,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Universidad de Lima","keywords":"Settlement (finance); Environmental resource management; Dynamics (music); Business; Environmental planning; Geography; Environmental science; Sociology","score_opus":0.014547203692335763,"score_gpt":0.2383858557261776,"score_spread":0.22383865203384185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409956043","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":[0.8695107,0.00020952536,0.08442983,0.0010019876,0.00004400082,0.0003308256,0.0014331178,0.00014749248,0.042892504],"genre_scores_gemma":[0.987351,0.00014356364,0.008769261,0.000033382013,0.000005191026,0.00024964722,0.0002346355,0.000012246125,0.0032011317],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996568,0.00017808862,0.0000097482425,0.00005118227,0.000025255904,0.0000789188],"domain_scores_gemma":[0.999329,0.0003626936,0.00008342501,0.000026128386,0.00009537626,0.000103428705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074876647,0.00059982843,0.00044280692,0.00071911,0.00074012746,0.0017406781,0.0011757262,0.0016614097,0.003947437],"category_scores_gemma":[0.0014276855,0.00034267266,0.00086868554,0.00077282276,0.00089709915,0.001117354,0.0013798821,0.000933043,0.00019222201],"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":[0.000027248403,0.00003960247,0.0017697982,0.00001849303,0.000012512331,0.00012261647,0.000095977055,0.9887518,0.0001964152,0.007954752,0.00014684607,0.0008638871],"study_design_scores_gemma":[0.000020109068,0.00003950931,0.0006508942,0.000007222328,0.0000132393125,0.000011806853,0.0003102362,0.99605006,0.000067439374,0.0021410014,0.0006794871,0.000009094987],"about_ca_topic_score_codex":0.050308518,"about_ca_topic_score_gemma":0.030400958,"teacher_disagreement_score":0.050308518,"about_ca_system_score_codex":0.0030770542,"about_ca_system_score_gemma":0.0020731052,"threshold_uncertainty_score":0.100031376},"labels":[],"label_agreement":null},{"id":"W4410106604","doi":"10.1016/j.landurbplan.2025.105397","title":"Enhancing urban sustainability: An emergy-based framework to support green infrastructure planning","year":2025,"lang":"en","type":"article","venue":"Landscape and Urban Planning","topic":"Sustainability and Ecological Systems Analysis","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":"Dalhousie University; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Emergy; Sustainability; Green infrastructure; Urban sustainability; Business; Environmental planning; Urban planning; Environmental resource management; Environmental science; Ecology; Civil engineering; Engineering","score_opus":0.006789317256634704,"score_gpt":0.25876594810483156,"score_spread":0.2519766308481968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410106604","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":[0.017350614,0.00034783524,0.96872944,0.00070234976,0.000045228957,0.00006833108,0.00031860673,0.00011390627,0.012323678],"genre_scores_gemma":[0.70230997,0.0010862349,0.28915238,0.00013216042,0.00008467564,0.00031829454,0.000521432,0.00017080254,0.0062240376],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99955446,0.00022268672,0.000018418335,0.00006362163,0.000074246076,0.00006647529],"domain_scores_gemma":[0.99958557,0.0001870678,0.00006686138,0.000032311986,0.00007356407,0.000054740485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001272075,0.000992545,0.00066471717,0.0011769375,0.00041531006,0.001854599,0.001241076,0.0009376393,0.0036736084],"category_scores_gemma":[0.0016958306,0.0004171585,0.0010548633,0.0009191455,0.0009977663,0.0018911608,0.0026900314,0.0011747781,0.00022568127],"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":[0.0000080691125,0.000023905346,0.00062062015,0.000044302866,0.000025549241,0.000063793814,0.000031821543,0.9111172,0.00029895807,0.079365924,0.00055720616,0.007842726],"study_design_scores_gemma":[0.000004491196,0.000021944346,0.00022266684,0.00003258501,0.000010258159,0.000018981613,0.000068718764,0.9407428,0.00016961506,0.05524905,0.0034491972,0.000009691218],"about_ca_topic_score_codex":0.004528593,"about_ca_topic_score_gemma":0.0058942838,"teacher_disagreement_score":0.004528593,"about_ca_system_score_codex":0.0011770553,"about_ca_system_score_gemma":0.0013453817,"threshold_uncertainty_score":0.0122894645},"labels":[],"label_agreement":null},{"id":"W4411375228","doi":"10.18280/ijsdp.200515","title":"Graph-Based Approaches Modeling to Assess Ecological Connectivity, Create Natural Habitats and Strengthen Ecological Networks in Ouagadougou, Burkina Faso","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ecological network; Habitat; Ecology; Geography; Environmental resource management; Environmental science; Computer science; Ecosystem; Biology","score_opus":0.0358272365218759,"score_gpt":0.26395340841460907,"score_spread":0.22812617189273315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411375228","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":[0.8438265,0.000952039,0.14118601,0.00077940134,0.000037232407,0.00015001056,0.0017674604,0.00027502055,0.0110264085],"genre_scores_gemma":[0.9570131,0.00042872023,0.039463762,0.000028577762,0.000008062642,0.000104564315,0.0005212097,0.000023977034,0.0024080065],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997913,0.00011753374,0.000008803881,0.0000374902,0.000015066817,0.000029856745],"domain_scores_gemma":[0.99944097,0.0003780756,0.00006503882,0.000016371909,0.00006717675,0.00003237878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048738185,0.0004956262,0.00023797948,0.0012131071,0.0005844037,0.0012400186,0.00051029876,0.0005466335,0.0020004143],"category_scores_gemma":[0.001402324,0.00020483653,0.0005305947,0.0010018384,0.0002867152,0.0007034842,0.00056876184,0.00031243585,0.00012608817],"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":[0.00004841869,0.000089753725,0.04434105,0.00010110125,0.000084762636,0.00026568488,0.0004081945,0.9166217,0.0008759205,0.013207963,0.0008921928,0.02306326],"study_design_scores_gemma":[0.0000055307764,0.00001644459,0.005514242,0.000026888241,0.000022412809,0.000028399643,0.00038225684,0.98814744,0.00015734162,0.003827683,0.0018638072,0.0000075317903],"about_ca_topic_score_codex":0.09351917,"about_ca_topic_score_gemma":0.11945342,"teacher_disagreement_score":0.09351917,"about_ca_system_score_codex":0.0015403844,"about_ca_system_score_gemma":0.0010293797,"threshold_uncertainty_score":0.18594968},"labels":[],"label_agreement":null},{"id":"W4411464679","doi":"10.1093/obo/9780197768709-0040","title":"Urban Metabolisms, Hinterland Connections","year":2025,"lang":"en","type":"reference-entry","venue":"","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Urban metabolism; Scope (computer science); Resource (disambiguation); Sustainability; Material flow analysis; Metaphor; Politics; Sociology; Geography; Regional science; Environmental planning; Economic geography; Ecology; Urban planning; Political science; Urban density; Biology; Computer science","score_opus":0.012399402855007808,"score_gpt":0.2363444985863006,"score_spread":0.2239450957312928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411464679","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":[0.18917717,0.008670219,0.008330831,0.004978451,0.00015474462,0.000042781056,0.0008094202,0.00011170801,0.7877246],"genre_scores_gemma":[0.97565335,0.003493337,0.0015496275,0.00019808245,0.00003398828,0.000021468566,0.00020428588,0.000024704112,0.018821137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997875,0.00008342247,0.000008607711,0.000048845028,0.000028090863,0.00004358726],"domain_scores_gemma":[0.99976176,0.00006024727,0.000071450144,0.000025560146,0.000024704617,0.000056226883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025066786,0.0002026528,0.0001031566,0.0015533734,0.001422672,0.003490942,0.00034701364,0.00035733104,0.014477404],"category_scores_gemma":[0.0007632112,0.00012112848,0.00013611004,0.0030835427,0.0049537458,0.004241851,0.0025857156,0.0004247643,0.00078560674],"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":[0.000030273226,0.00000912899,0.007810409,0.00007813731,0.0000060822103,0.0002470578,0.007192302,0.0007208765,0.00012954925,0.95181996,0.0050948695,0.026861474],"study_design_scores_gemma":[0.000013736517,0.000026581536,0.047279194,0.00034254976,0.00002670668,0.000982171,0.045901764,0.0008236233,0.0003396201,0.42138183,0.48285872,0.000023524817],"about_ca_topic_score_codex":0.010992301,"about_ca_topic_score_gemma":0.02443647,"teacher_disagreement_score":0.014477404,"about_ca_system_score_codex":0.0020013019,"about_ca_system_score_gemma":0.0005757833,"threshold_uncertainty_score":0.048431754},"labels":[],"label_agreement":null},{"id":"W4413049761","doi":"10.1016/j.indic.2025.100839","title":"Ecosystem integrity assessment of Gwangneung deciduous old-growth forest, a UNESCO biosphere reserve: A thermodynamic perspective","year":2025,"lang":"en","type":"article","venue":"Environmental and Sustainability Indicators","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"National Institute of Forest Science","keywords":"Biosphere; Deciduous; Nature reserve; Perspective (graphical); Forest ecology; Ecology; Ecosystem; Geography; Environmental resource management; Environmental science; Forestry; Agroforestry; Biology","score_opus":0.003097465438983832,"score_gpt":0.24044332794165937,"score_spread":0.23734586250267553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413049761","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":[0.9982444,0.00014466555,0.00034132414,0.000022066008,0.000001909139,0.000007318967,0.0005719602,0.0000071751742,0.0006591004],"genre_scores_gemma":[0.9987251,0.000037951486,0.00032113606,0.000006696504,0.0000015755346,0.000008314151,0.00080676447,0.0000028958625,0.000089534435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99982244,0.000032940028,0.000024587836,0.00003914434,0.00004236866,0.000038636637],"domain_scores_gemma":[0.99946755,0.000087075874,0.0001627701,0.000055751312,0.00015383583,0.00007306264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009953637,0.00019362646,0.00023023524,0.002039341,0.00047680284,0.0007072223,0.00036487344,0.00027174572,0.00029985583],"category_scores_gemma":[0.0011194209,0.00011494083,0.00032451228,0.0012752218,0.0004085195,0.0008821927,0.0005150096,0.00020644983,0.000053806583],"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":[0.00013893993,0.000080986385,0.950491,0.000094438554,0.00011947116,0.0005258019,0.0007518073,0.016634468,0.01452445,0.00064991653,0.0005134709,0.015475187],"study_design_scores_gemma":[0.0000023334414,0.000029644663,0.9803601,0.000018684177,0.000031078303,0.00014177735,0.00065438566,0.016332362,0.0013816558,0.00021657176,0.00081053353,0.0000209566],"about_ca_topic_score_codex":0.030748911,"about_ca_topic_score_gemma":0.04889293,"teacher_disagreement_score":0.030748911,"about_ca_system_score_codex":0.000914344,"about_ca_system_score_gemma":0.0003872302,"threshold_uncertainty_score":0.061139822},"labels":[],"label_agreement":null},{"id":"W4414378492","doi":"10.1093/af/vfaf019","title":"Can circularity support net-zero agriculture: an exploratory case","year":2025,"lang":"en","type":"article","venue":"Animal Frontiers","topic":"Sustainability and Ecological Systems Analysis","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":"Agriculture and Agri-Food Canada; University of Lethbridge","funders":"","keywords":"MEDLINE; Exploratory research; Exploratory analysis","score_opus":0.00875881550727488,"score_gpt":0.21740756518995077,"score_spread":0.20864874968267588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414378492","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":[0.6269486,0.00028640957,0.018512828,0.019310508,0.00012557165,0.0002964541,0.00022254615,0.00010722475,0.33418995],"genre_scores_gemma":[0.9945511,0.00005695604,0.0012588972,0.00032538432,0.000025635205,0.000039084138,0.000029705217,0.0000158801,0.0036974277],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99633884,0.0018732855,0.000075093194,0.0003150598,0.0003876137,0.0010102144],"domain_scores_gemma":[0.94848347,0.03818722,0.0031405124,0.004668376,0.002700495,0.0028199428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008838871,0.0003054427,0.0004060473,0.00068482466,0.004014865,0.004567848,0.0015221678,0.0053014643,0.026246475],"category_scores_gemma":[0.036405392,0.0002315239,0.00050720706,0.0008465621,0.00593737,0.0064544715,0.0040677898,0.0028880786,0.001563525],"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":[0.0012432102,0.0005354622,0.011194458,0.00021319914,0.000034488952,0.0018223232,0.0037631704,0.007921842,0.0012037352,0.94304526,0.005673727,0.023349123],"study_design_scores_gemma":[0.00062524335,0.00092683255,0.005912455,0.00028289662,0.000108907545,0.00090405147,0.020839218,0.031056663,0.0026897974,0.8740435,0.062540025,0.00007042411],"about_ca_topic_score_codex":0.0064611724,"about_ca_topic_score_gemma":0.0067253746,"teacher_disagreement_score":0.026246475,"about_ca_system_score_codex":0.0021734838,"about_ca_system_score_gemma":0.004418152,"threshold_uncertainty_score":0.087803245},"labels":[],"label_agreement":null},{"id":"W4415774635","doi":"10.1111/ele.70232","title":"The Equilibrium Conundrum","year":2025,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Sustainability and Ecological Systems Analysis","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":"University of British Columbia; Université de Sherbrooke; University of Guelph","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Empiricism; Empirical evidence; General equilibrium theory; Equilibrium selection; Order (exchange); Population; Field (mathematics)","score_opus":0.003042782562567106,"score_gpt":0.20430805891803444,"score_spread":0.20126527635546734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415774635","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":[0.085390754,0.040387858,0.31217575,0.30625072,0.0031871223,0.00016459016,0.00084286154,0.00052649743,0.25107384],"genre_scores_gemma":[0.9335274,0.006741965,0.027667388,0.020763686,0.0019976886,0.0002639557,0.00019537836,0.00023686346,0.008605701],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9855736,0.0069327615,0.00056679815,0.004081866,0.0020755406,0.00076940376],"domain_scores_gemma":[0.9693969,0.021701818,0.0016214218,0.0032572174,0.0030145631,0.0010081135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019212304,0.000698692,0.0017747916,0.0019969968,0.0041498877,0.0066555897,0.0028470166,0.0049576582,0.011049127],"category_scores_gemma":[0.05060652,0.00050429243,0.0011724427,0.0012483911,0.03241454,0.018763885,0.005052845,0.008875544,0.0017255659],"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":[0.000021729571,0.000014106245,0.0010082189,0.000079446254,0.000021606207,0.000037721842,0.0005805211,0.0006831817,0.00008597376,0.9817971,0.0027451077,0.012925196],"study_design_scores_gemma":[0.000011441657,0.00001678229,0.00050074124,0.00009819556,0.0000081815615,0.000057795376,0.0002869332,0.001398835,0.000113088594,0.9835772,0.013916571,0.000014257063],"about_ca_topic_score_codex":0.003030571,"about_ca_topic_score_gemma":0.001723929,"teacher_disagreement_score":0.019212304,"about_ca_system_score_codex":0.005560148,"about_ca_system_score_gemma":0.0037944247,"threshold_uncertainty_score":0.101605594},"labels":[],"label_agreement":null},{"id":"W4416681373","doi":"10.1016/b978-0-443-21964-1.00120-8","title":"Ensemble Modeling in Ecology","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","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":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Relevance (law); Multitude; Strengths and weaknesses; Ensemble forecasting; Focus (optics); Ecological systems theory","score_opus":0.015834582018575245,"score_gpt":0.22271595475382577,"score_spread":0.20688137273525053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416681373","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":[0.0024129238,0.046789926,0.595398,0.00362536,0.0032389534,0.00007063307,0.001565921,0.0048457007,0.3420527],"genre_scores_gemma":[0.03721478,0.039301917,0.19328913,0.0013629808,0.0025441747,0.0002984476,0.0029374887,0.0030215643,0.72002953],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969923,0.00007867686,0.000015074095,0.000060950722,0.00013106465,0.000015018161],"domain_scores_gemma":[0.9993901,0.00032941002,0.00002185915,0.00013142846,0.00009946405,0.000027753273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075291534,0.0011639362,0.00138386,0.0010740474,0.00040944526,0.0021361795,0.00090263627,0.0014565492,0.05017083],"category_scores_gemma":[0.0018184823,0.00073592406,0.0006567574,0.0019684106,0.0005787351,0.0031050544,0.001853482,0.002117347,0.026637267],"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":[0.000012412004,0.000053932876,0.00028461518,0.00031675113,0.000049749066,0.0000620927,0.00010439607,0.021293936,0.0007838716,0.18276265,0.22545059,0.56882507],"study_design_scores_gemma":[0.000007639782,0.000022288177,0.00054413546,0.00031944236,0.000026737016,0.00018121915,0.00004469314,0.07756245,0.00069981074,0.2917155,0.6288515,0.000024526467],"about_ca_topic_score_codex":0.0023983219,"about_ca_topic_score_gemma":0.003673069,"teacher_disagreement_score":0.05017083,"about_ca_system_score_codex":0.0005396887,"about_ca_system_score_gemma":0.0005535437,"threshold_uncertainty_score":0.16783816},"labels":[],"label_agreement":null},{"id":"W4416887774","doi":"10.1016/j.ecolmodel.2025.111429","title":"Integrating emergy theory and food security: An examination of the emergy exchange ratio","year":2025,"lang":"en","type":"article","venue":"Ecological Modelling","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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Emergy; Food security; Index (typography); Food quality; Quality (philosophy); Ridge; Food processing","score_opus":0.014588045559543857,"score_gpt":0.22753883421362905,"score_spread":0.2129507886540852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416887774","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":[0.78489774,0.0024558995,0.13990398,0.0022587208,0.00007975743,0.00006075361,0.00015205932,0.000043754007,0.070147365],"genre_scores_gemma":[0.99182314,0.0007552896,0.006013909,0.000034818717,0.00002870322,0.000015275731,0.000019983994,0.0000159374,0.0012928688],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995322,0.00017609514,0.000022489974,0.00006748527,0.00011994544,0.00008167829],"domain_scores_gemma":[0.9955688,0.0032639282,0.00043987983,0.00026508674,0.00029894515,0.00016338406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029178315,0.00041417792,0.00051737897,0.0015831015,0.0004300349,0.0023445662,0.0010700027,0.0007674927,0.0057311566],"category_scores_gemma":[0.01275371,0.00021766228,0.000550678,0.0014272212,0.0017081194,0.009411931,0.0021383506,0.0012640475,0.00016656746],"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":[0.000095563904,0.000053873457,0.025090357,0.00011673981,0.000095385534,0.0003947299,0.00047041077,0.03472916,0.0016964644,0.91119325,0.00050289585,0.025561156],"study_design_scores_gemma":[0.000021049385,0.00016136916,0.027649933,0.000113113514,0.00007019755,0.0010627025,0.0021253969,0.19035591,0.0014754198,0.7730759,0.0038417869,0.000047253612],"about_ca_topic_score_codex":0.00076555857,"about_ca_topic_score_gemma":0.00050123973,"teacher_disagreement_score":0.0057311566,"about_ca_system_score_codex":0.0007495793,"about_ca_system_score_gemma":0.00028787932,"threshold_uncertainty_score":0.019172668},"labels":[],"label_agreement":null},{"id":"W65550363","doi":"","title":"Applications of exergy to enhance ecological and environmental understanding and stewardship","year":2009,"lang":"en","type":"article","venue":"International Conference on Energy & Environment","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Exergy; Environmental stewardship; Environmental science; Ecological indicator; Stewardship (theology); Ecology; Systems ecology; Environmental impact assessment; Environmental resource management; Ecosystem; Engineering; Applied ecology; Biodiversity; Biology; Process engineering","score_opus":0.020492152484973828,"score_gpt":0.25237663739373795,"score_spread":0.23188448490876412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W65550363","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":[0.013165059,0.004552485,0.9470454,0.0017475641,0.00018975082,0.00018008784,0.00012978665,0.0002616043,0.03272829],"genre_scores_gemma":[0.39379203,0.007716515,0.58761656,0.00037084104,0.000254586,0.0004488474,0.00014301683,0.00021444833,0.009443195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99800295,0.00086655864,0.00011706287,0.00020782635,0.00071847223,0.000087116445],"domain_scores_gemma":[0.9960814,0.0025900314,0.00035165367,0.00048476626,0.00038522022,0.00010703762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037494916,0.0012324689,0.0008578524,0.0040815617,0.00059486873,0.0022885958,0.0010395705,0.0006713229,0.0048963963],"category_scores_gemma":[0.008238206,0.0004954771,0.0011456618,0.0032278758,0.0035374388,0.0047969036,0.0034625067,0.0018034893,0.00051741593],"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":[0.000040508894,0.00009453625,0.0023928348,0.00069441885,0.00012365272,0.00014871503,0.0006154399,0.03040128,0.0041562147,0.82593095,0.0013324764,0.13406904],"study_design_scores_gemma":[0.000012956304,0.000100977784,0.002683632,0.0002846201,0.000057740654,0.0002581786,0.0005235494,0.08853832,0.0072708344,0.85064113,0.049554393,0.00007353544],"about_ca_topic_score_codex":0.00092475733,"about_ca_topic_score_gemma":0.0014273443,"teacher_disagreement_score":0.0048963963,"about_ca_system_score_codex":0.0011783874,"about_ca_system_score_gemma":0.0017276519,"threshold_uncertainty_score":0.019829452},"labels":[],"label_agreement":null},{"id":"W6902325235","doi":"10.6084/m9.figshare.5400535","title":"Uncertainty assessment of trophic flows in Hamilton Harbour: A linear inverse modelling analysis","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Trophic level; Ecosystem; Zooplankton; Ecosystem model; Inverse; Food web","score_opus":0.04610849729022794,"score_gpt":0.2927443544276246,"score_spread":0.24663585713739666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902325235","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":[0.9025115,0.00012795493,0.09362778,0.00051888806,0.0000073167757,0.000037907364,0.000548804,0.00012157132,0.0024981573],"genre_scores_gemma":[0.99260193,0.00003315996,0.0066722035,0.000021977636,0.000003483102,0.000013388562,0.0001650591,0.0000132331625,0.00047560147],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999529,0.00015151215,0.000023744604,0.00010053307,0.00011403193,0.00008127336],"domain_scores_gemma":[0.9978562,0.0013887604,0.00027646706,0.00007733059,0.0003289063,0.00007228716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016906736,0.00057505,0.00043555564,0.0010165423,0.0006359409,0.0014256876,0.000964599,0.0006031716,0.00071078143],"category_scores_gemma":[0.0050091767,0.00040172145,0.00097042666,0.0006162805,0.00089672784,0.0006238189,0.0011383747,0.00064056023,0.000049888495],"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":[0.000053736945,0.000014610412,0.02474211,0.00003375116,0.00007206079,0.00016803216,0.00016009096,0.96421945,0.0007762493,0.0038260834,0.0002901874,0.0056436593],"study_design_scores_gemma":[0.0000021282528,0.00000662362,0.0052595283,0.0000047940657,0.000009937268,0.000009935241,0.0000342308,0.9929489,0.000110715024,0.0014921592,0.0001083194,0.000012770432],"about_ca_topic_score_codex":0.40789425,"about_ca_topic_score_gemma":0.22706683,"teacher_disagreement_score":0.59210575,"about_ca_system_score_codex":0.00456006,"about_ca_system_score_gemma":0.003068251,"threshold_uncertainty_score":0.8110401},"labels":[],"label_agreement":null},{"id":"W6911308779","doi":"10.5281/zenodo.10817934","title":"Écophysiologie évolutive","year":2024,"lang":"fr","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Selection (genetic algorithm); Context (archaeology); Natural (archaeology)","score_opus":0.03937873860913215,"score_gpt":0.2410706317422352,"score_spread":0.20169189313310304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6911308779","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":[0.005250709,0.07285037,0.02168402,0.0032975927,0.0019682508,0.000050204657,0.0011039287,0.0007481985,0.8930468],"genre_scores_gemma":[0.05647589,0.041541927,0.008371808,0.0016414771,0.0007501624,0.000085802516,0.0008360662,0.00044211262,0.8898547],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997315,0.000027207318,0.0000069149146,0.0000797332,0.00013068806,0.0000239667],"domain_scores_gemma":[0.99978155,0.000049833016,0.000014607698,0.000035448284,0.000091763024,0.000026717122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034726388,0.000661963,0.00033227814,0.0013483622,0.0005626584,0.0023151855,0.00055272435,0.0006976148,0.03409478],"category_scores_gemma":[0.00038419903,0.0002591738,0.00039543267,0.0014534752,0.0013847003,0.0013169321,0.0008052545,0.0016734144,0.013819642],"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":[0.000117669304,0.000043810418,0.0010619567,0.00065264106,0.000031494998,0.00032669774,0.0006727361,0.0021191607,0.040480994,0.26881385,0.11453224,0.57114667],"study_design_scores_gemma":[0.000003909688,0.000017102402,0.0026863387,0.00008524072,0.0000061100877,0.00039245916,0.000055777775,0.0002520933,0.0020300678,0.022671977,0.97178787,0.000011165123],"about_ca_topic_score_codex":0.008669692,"about_ca_topic_score_gemma":0.0069566206,"teacher_disagreement_score":0.03409478,"about_ca_system_score_codex":0.0022726278,"about_ca_system_score_gemma":0.001314605,"threshold_uncertainty_score":0.114058375},"labels":[],"label_agreement":null},{"id":"W6912715555","doi":"10.5281/zenodo.7229273","title":"Shrinking Social Metabolism: The role of infrastructure and settlement patterns.","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme","keywords":"Settlement (finance); Resizing; Presentation (obstetrics); Work (physics); Human settlement","score_opus":0.009453905021355668,"score_gpt":0.19963979509263324,"score_spread":0.19018589007127756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912715555","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":[0.9442952,0.0042583765,0.0018879741,0.009513024,0.0000727166,0.000025417634,0.0027850822,0.00005397838,0.037108224],"genre_scores_gemma":[0.9945951,0.0011570366,0.00024336492,0.00019798036,0.00003094392,0.000009552806,0.00033249642,0.000017132099,0.0034163294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99980813,0.00006380764,0.0000045741876,0.00003673408,0.000022222117,0.000064619344],"domain_scores_gemma":[0.9980059,0.00048094976,0.0003834817,0.00012400959,0.00023391208,0.00077172765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007044667,0.00023251519,0.00031185348,0.00091545284,0.00061691576,0.0015023013,0.00069762376,0.0005970664,0.013111853],"category_scores_gemma":[0.0039031047,0.00015349974,0.00026814823,0.0009586297,0.0013662623,0.00089174294,0.001299604,0.00050411676,0.0005681994],"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":[0.000828746,0.00024156486,0.6588247,0.0003519823,0.0004568872,0.0013964957,0.00561536,0.01181955,0.006790058,0.042032514,0.04308467,0.2285574],"study_design_scores_gemma":[0.000009125656,0.000046664194,0.97627705,0.00007129173,0.000064227184,0.00013216863,0.0028170347,0.002993653,0.00016099846,0.0067635626,0.010643982,0.00002022068],"about_ca_topic_score_codex":0.2056925,"about_ca_topic_score_gemma":0.35604286,"teacher_disagreement_score":0.2056925,"about_ca_system_score_codex":0.0021061653,"about_ca_system_score_gemma":0.0014959894,"threshold_uncertainty_score":0.4089905},"labels":[],"label_agreement":null},{"id":"W6920929448","doi":"10.6084/m9.figshare.5400535.v1","title":"Uncertainty assessment of trophic flows in Hamilton Harbour: A linear inverse modelling analysis","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Trophic level; Ecosystem; Zooplankton; Ecosystem model; Inverse; Food web","score_opus":0.04610849729022794,"score_gpt":0.2927443544276246,"score_spread":0.24663585713739666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920929448","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":[0.9025115,0.00012795493,0.09362778,0.00051888806,0.0000073167757,0.000037907364,0.000548804,0.00012157132,0.0024981573],"genre_scores_gemma":[0.99260193,0.00003315996,0.0066722035,0.000021977636,0.000003483102,0.000013388562,0.0001650591,0.0000132331625,0.00047560147],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999529,0.00015151215,0.000023744604,0.00010053307,0.00011403193,0.00008127336],"domain_scores_gemma":[0.9978562,0.0013887604,0.00027646706,0.00007733059,0.0003289063,0.00007228716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016906736,0.00057505,0.00043555564,0.0010165423,0.0006359409,0.0014256876,0.000964599,0.0006031716,0.00071078143],"category_scores_gemma":[0.0050091767,0.00040172145,0.00097042666,0.0006162805,0.00089672784,0.0006238189,0.0011383747,0.00064056023,0.000049888495],"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":[0.000053736945,0.000014610412,0.02474211,0.00003375116,0.00007206079,0.00016803216,0.00016009096,0.96421945,0.0007762493,0.0038260834,0.0002901874,0.0056436593],"study_design_scores_gemma":[0.0000021282528,0.00000662362,0.0052595283,0.0000047940657,0.000009937268,0.000009935241,0.0000342308,0.9929489,0.000110715024,0.0014921592,0.0001083194,0.000012770432],"about_ca_topic_score_codex":0.40789425,"about_ca_topic_score_gemma":0.22706683,"teacher_disagreement_score":0.59210575,"about_ca_system_score_codex":0.00456006,"about_ca_system_score_gemma":0.003068251,"threshold_uncertainty_score":0.8110401},"labels":[],"label_agreement":null},{"id":"W6930704182","doi":"10.5281/zenodo.14951168","title":"FIGURES 33–35 in A review of the New World Coproica (Diptera: Sphaeroceridae) with a description of 8 new species","year":2015,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Guelph","funders":"","keywords":"Aedeagus; Dorsum; Type (biology); Thorax (insect anatomy)","score_opus":0.03310815739949518,"score_gpt":0.224046972510307,"score_spread":0.19093881511081182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930704182","genre_codex":"review","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":[0.004121893,0.53100735,0.010510882,0.0019214869,0.0085327,0.00045364935,0.01673562,0.0019791736,0.4247372],"genre_scores_gemma":[0.02723111,0.51913136,0.020624701,0.002633008,0.0034836242,0.00051558035,0.032530423,0.0006647574,0.39318553],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998909,0.0000113053065,0.000019029672,0.000030192832,0.000036083504,0.000012382915],"domain_scores_gemma":[0.9998318,0.000040812658,0.000033505563,0.000013042904,0.00005359456,0.00002722448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016616787,0.0010319243,0.00044010693,0.0041430905,0.00031712942,0.000648558,0.00061219244,0.00037042348,0.12537286],"category_scores_gemma":[0.0005265408,0.00023020538,0.00038716834,0.003924458,0.00030591188,0.00137211,0.00048357196,0.0006506404,0.056372106],"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":[0.000045403307,0.000035271252,0.00080856436,0.0046918113,0.000032085754,0.00037456446,0.00011505724,0.00022730565,0.0016006271,0.0028672605,0.48318532,0.5060167],"study_design_scores_gemma":[0.0000018560847,0.0000064791816,0.0018374532,0.0003255881,0.0000100341285,0.0006520748,0.000024141938,0.000020555894,0.00010557071,0.00030932494,0.9967032,0.0000036898998],"about_ca_topic_score_codex":0.0036611403,"about_ca_topic_score_gemma":0.0103157945,"teacher_disagreement_score":0.12537286,"about_ca_system_score_codex":0.0003722716,"about_ca_system_score_gemma":0.00044219298,"threshold_uncertainty_score":0.41941398},"labels":[],"label_agreement":null},{"id":"W6931480402","doi":"10.5281/zenodo.7384969","title":"Tanytarsus oscillans Johannsen 1932","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Holotype; Taxonomy (biology); DNA; DNA sequencing","score_opus":0.0220770966265365,"score_gpt":0.21459148397184122,"score_spread":0.1925143873453047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931480402","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":[0.8280209,0.0063662925,0.0041012717,0.00031618163,0.00052054424,0.00019843494,0.00090967776,0.0003080463,0.15925874],"genre_scores_gemma":[0.97847056,0.002251173,0.0020293586,0.00012128212,0.00007512659,0.00004260246,0.0006740551,0.00002506063,0.016310718],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9998528,0.000011568197,0.000026592073,0.000044043823,0.000048009606,0.0000169795],"domain_scores_gemma":[0.99991274,0.00001102979,0.000043793392,0.0000082643655,0.000014951181,0.000009344876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011781276,0.0003622974,0.00020448837,0.0011696022,0.00074366323,0.00037825748,0.00027818553,0.0003042218,0.00549396],"category_scores_gemma":[0.00040320604,0.00017017509,0.00013052326,0.00064211583,0.00037178592,0.0006673319,0.0007447231,0.0004127924,0.0017866829],"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":[0.00077318813,0.00026637022,0.119300194,0.001345467,0.00016226257,0.01059051,0.0066178357,0.0019428115,0.12708656,0.014490709,0.010976053,0.706448],"study_design_scores_gemma":[0.00018480515,0.00068539195,0.5972446,0.0006774302,0.00029247644,0.027884254,0.004422205,0.001642471,0.015986891,0.004552124,0.3463169,0.0001104442],"about_ca_topic_score_codex":0.0021159824,"about_ca_topic_score_gemma":0.0036606274,"teacher_disagreement_score":0.00549396,"about_ca_system_score_codex":0.00028548556,"about_ca_system_score_gemma":0.00019388899,"threshold_uncertainty_score":0.018379152},"labels":[],"label_agreement":null},{"id":"W6949099857","doi":"10.5281/zenodo.1346277","title":"Ecologicalnetworks.Jl - Analysing Ecological Networks","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Ecological network; Measure (data warehouse); Ecological systems theory; Natural (archaeology); Ecological psychology","score_opus":0.023322613144353077,"score_gpt":0.23097199781813674,"score_spread":0.20764938467378366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949099857","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018439275,0.00021693452,0.82998955,0.00032269032,0.00011145361,0.00020257889,0.015667235,0.14122698,0.010418694],"genre_scores_gemma":[0.029274382,0.0009575575,0.8303351,0.0004762602,0.000117094874,0.0017126125,0.03523139,0.086547196,0.015348426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987313,0.0002646239,0.00016383993,0.00026475213,0.00043208987,0.00014344114],"domain_scores_gemma":[0.99753296,0.0014475829,0.00019059365,0.00037042308,0.00033859795,0.00011981288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027268077,0.0019400618,0.00097023207,0.002458641,0.00071095047,0.0034430055,0.0028167993,0.0009978546,0.05656166],"category_scores_gemma":[0.008336319,0.0016495027,0.0029146147,0.0016655663,0.00094347046,0.0042908452,0.0038291316,0.0032521435,0.022045039],"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":[0.00036215593,0.000180873,0.0043663164,0.002156262,0.00035667946,0.0004895229,0.0013677754,0.03976717,0.0073638917,0.25790182,0.43155262,0.25413492],"study_design_scores_gemma":[0.0002215664,0.0000456135,0.0017392763,0.00044956693,0.00010162389,0.0005123741,0.00014075697,0.19546588,0.009311545,0.21981135,0.57206315,0.00013725735],"about_ca_topic_score_codex":0.0033354422,"about_ca_topic_score_gemma":0.0041735806,"teacher_disagreement_score":0.05656166,"about_ca_system_score_codex":0.000922174,"about_ca_system_score_gemma":0.0018735959,"threshold_uncertainty_score":0.18921763},"labels":[],"label_agreement":null},{"id":"W6950364852","doi":"10.5281/zenodo.7229272","title":"Shrinking Social Metabolism: The role of infrastructure and settlement patterns.","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme","keywords":"Settlement (finance); Resizing; Presentation (obstetrics); Work (physics); Human settlement","score_opus":0.009453905021355668,"score_gpt":0.19963979509263324,"score_spread":0.19018589007127756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950364852","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":[0.9442951,0.004258382,0.0018879758,0.009513033,0.00007271659,0.00002541763,0.002785082,0.000053978427,0.037108272],"genre_scores_gemma":[0.9945951,0.0011570378,0.00024336492,0.00019798036,0.00003094392,0.000009552797,0.00033249642,0.000017132099,0.0034163294],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99980813,0.00006380769,0.0000045741876,0.000036734113,0.000022222139,0.000064619344],"domain_scores_gemma":[0.9980059,0.00048094976,0.00038348133,0.00012400959,0.00023391185,0.0007717273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007044667,0.00023251519,0.0003118532,0.00091545243,0.000616916,0.001502302,0.00069762376,0.0005970667,0.013111864],"category_scores_gemma":[0.0039031047,0.00015349987,0.00026814797,0.0009586292,0.0013662636,0.0008917434,0.001299604,0.0005041163,0.0005681999],"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":[0.0008287462,0.0002415649,0.6588242,0.0003519834,0.0004568878,0.0013964974,0.0056153717,0.011819576,0.0067900624,0.04203269,0.043084804,0.22855765],"study_design_scores_gemma":[0.000009125672,0.000046664187,0.97627693,0.00007129186,0.000064227235,0.00013216861,0.0028170396,0.0029936568,0.00016099845,0.006763584,0.010644011,0.000020220716],"about_ca_topic_score_codex":0.20569256,"about_ca_topic_score_gemma":0.3560433,"teacher_disagreement_score":0.20569256,"about_ca_system_score_codex":0.0021061692,"about_ca_system_score_gemma":0.0014959908,"threshold_uncertainty_score":0.40899056},"labels":[],"label_agreement":null},{"id":"W6959713967","doi":"10.1021/acs.est.9b06851.s001","title":"Introducing\\nthe Adverse Ecosystem Service Pathway\\nas a Tool in Ecological Risk Assessment","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecosystem services; Ecosystem; Soil water; Risk assessment; Soil health; Service (business); Ecosystem health; Soil quality","score_opus":0.020068021786108448,"score_gpt":0.22815825395421008,"score_spread":0.20809023216810163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6959713967","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":[0.11712621,0.00058044225,0.8724527,0.0014211048,0.000072904,0.0001490918,0.0016726488,0.0009861243,0.0055388855],"genre_scores_gemma":[0.75424755,0.0006882702,0.2405853,0.0003154113,0.00006482151,0.00022090731,0.0008430181,0.00016543205,0.0028691879],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99867946,0.00062353077,0.00007357482,0.00026103196,0.00027527544,0.00008717691],"domain_scores_gemma":[0.9963888,0.0021793898,0.00070322887,0.00024148886,0.00031014142,0.00017703172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035022935,0.0012705008,0.00047157652,0.0019411092,0.0004890428,0.0021320072,0.0012097043,0.00094371586,0.0025775626],"category_scores_gemma":[0.007829219,0.0004539218,0.0012533487,0.0011742281,0.0011070775,0.0021151388,0.002792452,0.0016160681,0.00031210927],"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":[0.00015986961,0.00028503672,0.087968156,0.0003133455,0.0007882826,0.00036271458,0.00043015988,0.7241471,0.0053891046,0.1106093,0.0023046308,0.06724231],"study_design_scores_gemma":[0.000013850576,0.00013775312,0.00770384,0.000050920706,0.00007888047,0.0001490734,0.00017549032,0.91237545,0.0013155424,0.072725736,0.005207864,0.00006558632],"about_ca_topic_score_codex":0.019489985,"about_ca_topic_score_gemma":0.028097782,"teacher_disagreement_score":0.019489985,"about_ca_system_score_codex":0.0020666705,"about_ca_system_score_gemma":0.002616623,"threshold_uncertainty_score":0.038753033},"labels":[],"label_agreement":null},{"id":"W6974694087","doi":"10.58079/ttjh","title":"Postdoctoral researcher in analysis of social metabolism, dl May 15 , 2015 (energy and nutrient balances) of farm systems and its impact on the ecological functioning of cultural landscapes in historical perspective","year":2015,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Environmental sociology; Agriculture; Nutrient; Variety (cybernetics)","score_opus":0.031008669234061016,"score_gpt":0.29734644020687095,"score_spread":0.2663377709728099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6974694087","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":[0.17325373,0.032340717,0.056457523,0.235761,0.05879026,0.0014317782,0.030715477,0.0021556546,0.40909386],"genre_scores_gemma":[0.1897228,0.013740065,0.015213927,0.00474086,0.0057718027,0.00028751435,0.003975734,0.0003395947,0.7662077],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989961,0.0002516107,0.000045837445,0.00019951137,0.0003400882,0.00016683222],"domain_scores_gemma":[0.9930535,0.0005146361,0.0002472062,0.00017454177,0.0022618824,0.0037482749],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005521153,0.0005876525,0.00078339136,0.003712794,0.0022897273,0.0026715458,0.0006961666,0.0007019683,0.055331707],"category_scores_gemma":[0.005527118,0.00032265883,0.0007494111,0.0020430875,0.0009848375,0.0016111042,0.0016225073,0.0015757851,0.012405078],"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":[0.00088409847,0.0009828719,0.027168209,0.0005811836,0.000089864254,0.00036206006,0.0027886266,0.0019045366,0.003510296,0.024238206,0.610528,0.3269621],"study_design_scores_gemma":[0.0001626992,0.0011907024,0.057742484,0.00057555933,0.00012147318,0.0005610132,0.0070049777,0.007065634,0.005172684,0.01575781,0.9045806,0.00006431421],"about_ca_topic_score_codex":0.010006889,"about_ca_topic_score_gemma":0.029282497,"teacher_disagreement_score":0.9446683,"about_ca_system_score_codex":0.004019396,"about_ca_system_score_gemma":0.006076557,"threshold_uncertainty_score":0.185103},"labels":[],"label_agreement":null},{"id":"W6977536867","doi":"10.6084/m9.figshare.c.3645485.v1","title":"High-frequency use of corrections, health, and social services, and association with mental illness and substance use","year":2015,"lang":"en","type":"other","venue":"Figshare","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Welfare; Mental health; Social Welfare; Population; Substance use; Revolving door; Association (psychology); Public health","score_opus":0.023107543887058393,"score_gpt":0.21926311067846435,"score_spread":0.19615556679140594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977536867","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":[0.9982004,0.0001438869,0.00002337042,0.00006511812,0.0000033314327,0.000008215502,0.00078001915,0.0000020291748,0.0007736106],"genre_scores_gemma":[0.99923396,0.00009352815,0.000032956323,0.000014195806,0.000004037968,0.000004284463,0.0003986856,0.0000010769235,0.00021724578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992889,0.00013814351,0.00008013721,0.000130698,0.00018902158,0.00017296089],"domain_scores_gemma":[0.99665415,0.00038272384,0.0014444949,0.00013509774,0.0006026997,0.0007807596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035752423,0.00016927657,0.00020204081,0.0017187259,0.0013295853,0.0014461633,0.0006496533,0.0003013165,0.0028359718],"category_scores_gemma":[0.002319485,0.00023820376,0.0002807886,0.0022631038,0.00056515203,0.0003068846,0.00080605905,0.0006633786,0.00018215581],"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":[0.0000070364003,0.000010328114,0.9994542,0.000004397455,0.000015005835,0.000016830663,0.00007589521,0.000008604972,0.00002239119,0.000007185857,0.000050718645,0.00032741128],"study_design_scores_gemma":[3.786774e-7,0.0000040975046,0.99949276,0.0000060851285,0.000004303011,0.000032831736,0.0003668226,0.000027556018,0.000007372773,0.000004021457,0.000052684176,0.0000010757917],"about_ca_topic_score_codex":0.52312887,"about_ca_topic_score_gemma":0.69985247,"teacher_disagreement_score":0.52312887,"about_ca_system_score_codex":0.0016955555,"about_ca_system_score_gemma":0.0014514931,"threshold_uncertainty_score":0.95935905},"labels":[],"label_agreement":null},{"id":"W7001171984","doi":"","title":"Interaction entre la diversité des espèces d’arbres et la ressource en eau sur le recyclage des nutriments en forêt","year":2021,"lang":"en","type":"article","venue":"theses.fr (ABES)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sugar industry; Main river; Long-term prediction","score_opus":0.01500807164114213,"score_gpt":0.2475960032381954,"score_spread":0.23258793159705327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001171984","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":[0.9938777,0.0016663653,0.0010815269,0.00010268161,0.000015968495,0.000025948042,0.00016767837,0.00003171568,0.0030302925],"genre_scores_gemma":[0.98570687,0.0018384962,0.0032066728,0.0002251548,0.000010237052,0.000046275956,0.00023383499,0.000028845798,0.008703623],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99962914,0.00008602109,0.000016533224,0.00010046981,0.00010670311,0.000061166786],"domain_scores_gemma":[0.999418,0.00019172514,0.00008719023,0.000035896992,0.00018084886,0.00008633904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057408726,0.00040688424,0.0005939099,0.00026139859,0.00047718745,0.0010134948,0.00027635306,0.0004026637,0.0031172805],"category_scores_gemma":[0.00038119324,0.00018917478,0.00044788225,0.000264531,0.00039383906,0.00042712115,0.0003982313,0.000459834,0.0004034312],"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":[0.00053642143,0.00014068812,0.015320828,0.00041119897,0.00018854611,0.00010190699,0.00017839104,0.0004910259,0.9611645,0.00019474541,0.00014369133,0.02112805],"study_design_scores_gemma":[0.000052693646,0.0038070197,0.5723308,0.000116305695,0.00067173893,0.00023415413,0.0009995517,0.002928735,0.40058446,0.0005346262,0.017667923,0.00007211358],"about_ca_topic_score_codex":0.01805342,"about_ca_topic_score_gemma":0.07554031,"teacher_disagreement_score":0.01805342,"about_ca_system_score_codex":0.0010211549,"about_ca_system_score_gemma":0.0009469859,"threshold_uncertainty_score":0.03589666},"labels":[],"label_agreement":null},{"id":"W7014842186","doi":"","title":"Quelle est la relation qui relie les traits fonctionnels agrégés de la communauté et la fertilité du sol ?","year":2020,"lang":"fr","type":"dissertation","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Statistical analysis; Genetic inheritance; Function (biology)","score_opus":0.008222789485191773,"score_gpt":0.20903740002222976,"score_spread":0.20081461053703797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014842186","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":[0.9651289,0.0023661966,0.018798882,0.001335335,0.00009153625,0.00004107735,0.0007624915,0.00014143717,0.01133409],"genre_scores_gemma":[0.98911333,0.0007231253,0.0036823985,0.00027257833,0.000032182747,0.00002586178,0.00028939982,0.00005943631,0.005801566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993042,0.00014963864,0.000024838137,0.00030339984,0.00009411329,0.0001238021],"domain_scores_gemma":[0.99758255,0.001256733,0.00045980167,0.0002130842,0.0003024485,0.00018540004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012462521,0.0006470504,0.0008353414,0.00073664647,0.0006760316,0.002026172,0.0006926605,0.0011294021,0.006898606],"category_scores_gemma":[0.0036478392,0.00055700686,0.0010639568,0.00081345456,0.0011728527,0.0014600286,0.0008594815,0.00073213974,0.0010187663],"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":[0.0009885023,0.00033188198,0.6881246,0.0012632206,0.001852554,0.001265502,0.0023742423,0.023236549,0.20276003,0.014834763,0.0015870256,0.061381105],"study_design_scores_gemma":[0.000047931793,0.00064405333,0.9410062,0.00012177058,0.00037831208,0.0006998657,0.0021071818,0.020791847,0.011454855,0.012705084,0.009905109,0.000137921],"about_ca_topic_score_codex":0.020204967,"about_ca_topic_score_gemma":0.03194309,"teacher_disagreement_score":0.97979504,"about_ca_system_score_codex":0.00096042466,"about_ca_system_score_gemma":0.0011919377,"threshold_uncertainty_score":0.040174723},"labels":[],"label_agreement":null},{"id":"W7024978480","doi":"","title":"Towards an applied metaecology","year":2019,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Research council; Product (mathematics); Work (physics); Context (archaeology); Constructive; Criticism","score_opus":0.015323967213727622,"score_gpt":0.2328881406448901,"score_spread":0.2175641734311625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024978480","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":[0.004295946,0.08972487,0.055652373,0.7030093,0.018618682,0.00008017469,0.00017929928,0.00018345554,0.12825593],"genre_scores_gemma":[0.5128493,0.10825527,0.13256441,0.11774513,0.043734,0.0009121719,0.0006701521,0.0013486858,0.08192093],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97455174,0.02001973,0.00063859095,0.0014661268,0.002570756,0.0007530855],"domain_scores_gemma":[0.9761481,0.012827963,0.0010352214,0.0053106295,0.0030070958,0.0016709162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032887165,0.0013054296,0.001096167,0.004325423,0.0041067163,0.013002701,0.003663853,0.007404132,0.0076007317],"category_scores_gemma":[0.024794746,0.0005184979,0.001120014,0.0029864158,0.03883276,0.01993796,0.0127174435,0.014144878,0.001836005],"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":[0.000012947473,0.000026769849,0.0003433099,0.00037536107,0.000027162361,0.00013855215,0.01038316,0.00031508514,0.00031388487,0.92296,0.03501342,0.030090405],"study_design_scores_gemma":[0.0000042919105,0.000011044103,0.00020792808,0.0007773903,0.000006076056,0.00012321545,0.004220456,0.00029860283,0.00015293928,0.39378595,0.6004012,0.000010762423],"about_ca_topic_score_codex":0.00219483,"about_ca_topic_score_gemma":0.0027793164,"teacher_disagreement_score":0.032887165,"about_ca_system_score_codex":0.009090066,"about_ca_system_score_gemma":0.008144657,"threshold_uncertainty_score":0.173926},"labels":[],"label_agreement":null},{"id":"W7029257954","doi":"","title":"Individual-Based Modeling and Nonlinear Analysis for Complex Systems with Application to Theoretical Ecology","year":2014,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Compute Canada","keywords":"Ectotherm; Field (mathematics); Work (physics); Context (archaeology); Noise (video); Stability (learning theory)","score_opus":0.013799202869867416,"score_gpt":0.228814275212105,"score_spread":0.2150150723422376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029257954","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":[0.0019286243,0.0024785174,0.9904337,0.0005069798,0.00014280275,0.00002140019,0.00003750556,0.00011130774,0.004339161],"genre_scores_gemma":[0.26137733,0.012821649,0.7042993,0.00050579134,0.0012334347,0.00071359443,0.00029104794,0.00036236117,0.018395456],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996551,0.00016115414,0.000019128522,0.000058302456,0.00008535682,0.000020913101],"domain_scores_gemma":[0.9991001,0.00062224566,0.00009241203,0.000062553205,0.00008258126,0.000040178395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008650842,0.001030563,0.0009420145,0.0011659941,0.0006242507,0.0011193772,0.0009263614,0.0012264887,0.00296376],"category_scores_gemma":[0.0027529881,0.00040645525,0.001329153,0.0012508585,0.0014739886,0.0014563965,0.0015635488,0.0024850671,0.0008144869],"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":[0.00001381525,0.000030784817,0.0006502473,0.0001858711,0.0000733243,0.0001259412,0.00018200019,0.52493954,0.0012983556,0.43522936,0.0034786218,0.033792205],"study_design_scores_gemma":[0.0000022494257,0.000006694628,0.0000805017,0.000014540229,0.0000054233833,0.000023371362,0.000008438859,0.8940989,0.00008819823,0.10207254,0.0035903996,0.0000088515935],"about_ca_topic_score_codex":0.004047766,"about_ca_topic_score_gemma":0.0024889188,"teacher_disagreement_score":0.004047766,"about_ca_system_score_codex":0.0009385291,"about_ca_system_score_gemma":0.0008035922,"threshold_uncertainty_score":0.009914756},"labels":[],"label_agreement":null},{"id":"W7037958747","doi":"","title":"Examining adaptability of individuals in complex, virtual ecosystems","year":2006,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Adaptability; Ecosystem; Adaptation (eye); Threatened species; Adaptive management; Adaptive strategies","score_opus":0.02705505189961423,"score_gpt":0.23604529687270762,"score_spread":0.20899024497309338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037958747","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":[0.996768,0.000037177575,0.00094374915,0.00006454166,0.0000042108127,0.000010273611,0.000033765544,0.000005247707,0.002132986],"genre_scores_gemma":[0.99840397,0.000041284038,0.00072727713,0.000019369454,0.0000022740658,0.000017016095,0.000036908932,0.0000021884832,0.00074971456],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995988,0.00016739455,0.000020299518,0.00009645132,0.00004928582,0.00006773144],"domain_scores_gemma":[0.9980994,0.0008843331,0.0003845053,0.00013497457,0.00012837573,0.0003684368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008902704,0.00017515638,0.0001850418,0.00074382196,0.00064319535,0.0017542678,0.0003485624,0.00044624007,0.0024559188],"category_scores_gemma":[0.0045937286,0.00010364171,0.0002170298,0.0006549927,0.0008212195,0.001160759,0.0013521339,0.00024252495,0.00019254189],"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":[0.00033456367,0.0005086184,0.861598,0.00016951514,0.00021648961,0.00043831224,0.016711928,0.01815597,0.007871812,0.0051374007,0.0011597744,0.08769751],"study_design_scores_gemma":[0.000014136249,0.0004527823,0.95588154,0.00004186036,0.00005954393,0.00017843828,0.0141314445,0.017290002,0.00069304334,0.007648086,0.0035775986,0.000031593067],"about_ca_topic_score_codex":0.0057330593,"about_ca_topic_score_gemma":0.010362062,"teacher_disagreement_score":0.0057330593,"about_ca_system_score_codex":0.0007844891,"about_ca_system_score_gemma":0.0002977591,"threshold_uncertainty_score":0.011399388},"labels":[],"label_agreement":null},{"id":"W7096460526","doi":"","title":"Applicability of Montreal Process Criterion 1","year":2007,"lang":"en","type":"article","venue":"","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Process (computing); Biodiversity; Ecosystem; Ecosystem services","score_opus":0.00564431153677676,"score_gpt":0.24754536458197057,"score_spread":0.24190105304519383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096460526","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":[0.057285413,0.0008785237,0.58157134,0.006000735,0.0009955129,0.003893534,0.011206867,0.0008275413,0.33734062],"genre_scores_gemma":[0.70861715,0.0005524004,0.22751163,0.0021135542,0.0006633978,0.0057360195,0.016820587,0.000530159,0.037455063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9381502,0.02114324,0.00594086,0.010621149,0.020513069,0.0036314004],"domain_scores_gemma":[0.8127674,0.099935554,0.007463562,0.026308047,0.050535947,0.0029894407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.045969218,0.0011098313,0.0017913618,0.0076081627,0.003716991,0.006554192,0.005421222,0.0037627225,0.055695657],"category_scores_gemma":[0.2570604,0.00047813865,0.0024421772,0.0055470387,0.00675884,0.009484915,0.007076596,0.004126717,0.012192387],"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":[0.00052723574,0.00037922457,0.030597495,0.00091090094,0.00023842855,0.0005306207,0.0015130573,0.014052409,0.0010250357,0.8116938,0.021600258,0.11693148],"study_design_scores_gemma":[0.0001679016,0.00023278261,0.013172615,0.0006913499,0.00012465671,0.00080369425,0.001917759,0.08206854,0.0036999045,0.768007,0.12900014,0.0001136557],"about_ca_topic_score_codex":0.017122714,"about_ca_topic_score_gemma":0.013165034,"teacher_disagreement_score":0.055695657,"about_ca_system_score_codex":0.005179831,"about_ca_system_score_gemma":0.012654417,"threshold_uncertainty_score":0.24311137},"labels":[],"label_agreement":null},{"id":"W7096673217","doi":"","title":"Neural network models for predicting organic matter content in Saskatchewan soils. Canadian Biosystems Engineering 43","year":2001,"lang":"en","type":"article","venue":"","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","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":"Artificial neural network; Organic matter; Content (measure theory); Backpropagation","score_opus":0.015721490893594942,"score_gpt":0.18389475880211745,"score_spread":0.1681732679085225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096673217","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":[0.9456482,0.0012185165,0.043086257,0.00089804904,0.000109385146,0.00006992588,0.0028100188,0.00029639012,0.0058633555],"genre_scores_gemma":[0.9863983,0.00044001953,0.007013109,0.00005813181,0.0000179621,0.00006427362,0.0011499331,0.000018788323,0.0048394096],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998963,0.000027756314,0.0000067274914,0.000023022601,0.000016408509,0.00002977852],"domain_scores_gemma":[0.99932945,0.0003556474,0.000036662153,0.00001752407,0.00023375789,0.00002692558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006373164,0.0005614578,0.00041089105,0.0005258857,0.00047803836,0.0006504175,0.0010132944,0.00063077675,0.0022658352],"category_scores_gemma":[0.0021136124,0.00038645393,0.0003756715,0.0009321225,0.00030344576,0.0006170953,0.00048398192,0.0007952088,0.00039060053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092224094,0.00005238254,0.009643753,0.000025691656,0.00007999291,0.000025528287,0.000022615774,0.9683078,0.0003835155,0.00068908534,0.0015477379,0.019129654],"study_design_scores_gemma":[0.000008659179,0.000009731256,0.0027439517,0.000004265408,0.000012149984,0.0000026441414,0.000019568271,0.9962281,0.00016434219,0.00064203027,0.0001598418,0.0000047174376],"about_ca_topic_score_codex":0.7362409,"about_ca_topic_score_gemma":0.76345575,"teacher_disagreement_score":0.26375908,"about_ca_system_score_codex":0.0049846033,"about_ca_system_score_gemma":0.0034468553,"threshold_uncertainty_score":0.53062475},"labels":[],"label_agreement":null},{"id":"W7098085538","doi":"","title":"Ecosystems","year":2006,"lang":"en","type":"article","venue":"","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dozen; Bay; Set (abstract data type); Attractor; Ecosystem; Data set; Chaotic","score_opus":0.0033360545921140338,"score_gpt":0.17160126326252248,"score_spread":0.16826520867040845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098085538","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":[0.047502417,0.022149993,0.03369958,0.010571699,0.0015296454,0.00017400851,0.014830993,0.0013485125,0.86819315],"genre_scores_gemma":[0.667197,0.023210883,0.023293857,0.0028143518,0.000733474,0.00028860875,0.013109913,0.00033011712,0.26902187],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99976796,0.00005140526,0.000016407794,0.00007350414,0.00005339086,0.00003728527],"domain_scores_gemma":[0.9997632,0.000025303147,0.000029196799,0.00006636361,0.00007116151,0.000044779288],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029302007,0.00041702206,0.00033376654,0.001111727,0.00073800475,0.003838246,0.00036201533,0.0006426947,0.043580007],"category_scores_gemma":[0.00067089923,0.00013076619,0.00026950537,0.0017171099,0.000512929,0.0017386002,0.0017376248,0.00045395058,0.0106466375],"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":[0.00008807491,0.000056999757,0.009499249,0.0008324434,0.00014164115,0.00058325625,0.00074925664,0.007688806,0.0034828237,0.46766156,0.13735983,0.37185612],"study_design_scores_gemma":[0.000008150698,0.000023893921,0.0040106997,0.00012902392,0.000020489035,0.00029224408,0.00038147342,0.0012837366,0.0003526838,0.09670927,0.89677495,0.000013367506],"about_ca_topic_score_codex":0.0026987763,"about_ca_topic_score_gemma":0.0026957172,"teacher_disagreement_score":0.95642,"about_ca_system_score_codex":0.0010284274,"about_ca_system_score_gemma":0.000882661,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7115815787","doi":"","title":"SPATIOTEMPORAL VARIATION IN ECOSYSTEMS","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ecosystem; Dynamism; Inference; Ectotherm; Temporal scales; Variation (astronomy); Spatial ecology; Spatial analysis; Stability (learning theory)","score_opus":0.010530966712065349,"score_gpt":0.19985733258645644,"score_spread":0.18932636587439108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815787","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":[0.4655211,0.018201975,0.4569127,0.004234771,0.0005135765,0.00022231926,0.009257346,0.00089141337,0.04424482],"genre_scores_gemma":[0.9625846,0.0030645723,0.029503236,0.00036466814,0.00015604333,0.00012546054,0.0014612603,0.00008159475,0.0026586058],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99861896,0.00036960703,0.00010991964,0.0005934546,0.00023033147,0.00007778824],"domain_scores_gemma":[0.99690396,0.0013149979,0.0007367351,0.000625951,0.00032097203,0.00009739256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017353385,0.00027914438,0.0003995251,0.0014763114,0.00047424337,0.0025747763,0.0005097713,0.00054895383,0.0021954984],"category_scores_gemma":[0.007465309,0.00022658489,0.00087326573,0.0024697431,0.001259732,0.0022492271,0.0013009792,0.0007506222,0.0003698649],"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":[0.00018098694,0.00008375637,0.22119111,0.00134141,0.0013232955,0.0009015443,0.0034309768,0.06904579,0.019629994,0.42243034,0.009135714,0.25130516],"study_design_scores_gemma":[0.000024820798,0.00020033141,0.3280543,0.0003442914,0.00042646576,0.001745339,0.0021319687,0.097058006,0.003228816,0.46370524,0.102888994,0.0001913666],"about_ca_topic_score_codex":0.0051633106,"about_ca_topic_score_gemma":0.00442661,"teacher_disagreement_score":0.0051633106,"about_ca_system_score_codex":0.0013904738,"about_ca_system_score_gemma":0.000668335,"threshold_uncertainty_score":0.010266542},"labels":[],"label_agreement":null},{"id":"W7115931173","doi":"10.5281/zenodo.17967557","title":"EESU: Ecología y Evolución en Sistemas Urbanos, sección inaugural SCME","year":2025,"lang":"es","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Persona; Urban environment; Context (archaeology); Urban planning","score_opus":0.012428521714861937,"score_gpt":0.23563002210295794,"score_spread":0.223201500388096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115931173","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42987216,0.12932415,0.022076478,0.034491077,0.0016567002,0.00048477176,0.020411462,0.0012312231,0.3604519],"genre_scores_gemma":[0.8555411,0.043535262,0.010612066,0.0012714784,0.00051281566,0.00034325282,0.0066163056,0.00015026584,0.08141737],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993616,0.00019565967,0.00005817516,0.0001078607,0.00016658191,0.0001102033],"domain_scores_gemma":[0.9984332,0.00026837282,0.00029852905,0.00009051992,0.0007034309,0.00020596452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013984052,0.00039462565,0.00030689573,0.0023327477,0.0011948404,0.0032348083,0.0005028589,0.0005888439,0.011636871],"category_scores_gemma":[0.0029755856,0.00025115948,0.00030963245,0.0040298644,0.0012550427,0.0017087938,0.00207927,0.00097562093,0.0013655247],"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":[0.0001318089,0.00014549386,0.30572155,0.0023257534,0.00006731864,0.00071715185,0.019723525,0.0038479674,0.0020926422,0.1365952,0.074274056,0.4543576],"study_design_scores_gemma":[0.0000072460057,0.00011588867,0.48404735,0.00170872,0.00003358043,0.00042257056,0.008528418,0.0018601957,0.000509274,0.0086723715,0.49405208,0.00004226653],"about_ca_topic_score_codex":0.093990505,"about_ca_topic_score_gemma":0.08968139,"teacher_disagreement_score":0.093990505,"about_ca_system_score_codex":0.003680493,"about_ca_system_score_gemma":0.0044015315,"threshold_uncertainty_score":0.18688685},"labels":[],"label_agreement":null},{"id":"W7115940400","doi":"10.5281/zenodo.17967558","title":"EESU: Ecología y Evolución en Sistemas Urbanos, sección inaugural SCME","year":2025,"lang":"es","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Persona; Urban environment; Context (archaeology); Urban planning","score_opus":0.012428521714861937,"score_gpt":0.23563002210295794,"score_spread":0.223201500388096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115940400","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42987216,0.12932415,0.022076478,0.034491077,0.0016567002,0.00048477176,0.020411462,0.0012312231,0.3604519],"genre_scores_gemma":[0.8555411,0.043535262,0.010612066,0.0012714784,0.00051281566,0.00034325282,0.0066163056,0.00015026584,0.08141737],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993616,0.00019565967,0.00005817516,0.0001078607,0.00016658191,0.0001102033],"domain_scores_gemma":[0.9984332,0.00026837282,0.00029852905,0.00009051992,0.0007034309,0.00020596452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013984052,0.00039462565,0.00030689573,0.0023327477,0.0011948404,0.0032348083,0.0005028589,0.0005888439,0.011636871],"category_scores_gemma":[0.0029755856,0.00025115948,0.00030963245,0.0040298644,0.0012550427,0.0017087938,0.00207927,0.00097562093,0.0013655247],"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":[0.0001318089,0.00014549386,0.30572155,0.0023257534,0.00006731864,0.00071715185,0.019723525,0.0038479674,0.0020926422,0.1365952,0.074274056,0.4543576],"study_design_scores_gemma":[0.0000072460057,0.00011588867,0.48404735,0.00170872,0.00003358043,0.00042257056,0.008528418,0.0018601957,0.000509274,0.0086723715,0.49405208,0.00004226653],"about_ca_topic_score_codex":0.093990505,"about_ca_topic_score_gemma":0.08968139,"teacher_disagreement_score":0.093990505,"about_ca_system_score_codex":0.003680493,"about_ca_system_score_gemma":0.0044015315,"threshold_uncertainty_score":0.18688685},"labels":[],"label_agreement":null},{"id":"W7125631433","doi":"10.5281/zenodo.18370363","title":"Nguyen's Theory of Entropy Reform: Entropy as Solvent - A Constraint-Based Re-Evaluation of Universal Creation","year":2025,"lang":"en","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Weyerhauser (Canada)","funders":"","keywords":"Entropy (arrow of time); Entropy production; Entropy rate; Joint quantum entropy; Configuration entropy; Maximum entropy thermodynamics; Thermodynamic process; Thermodynamic system","score_opus":0.032067165657821424,"score_gpt":0.2652280761181221,"score_spread":0.23316091046030069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125631433","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":[0.08401533,0.0038237327,0.70777875,0.014840963,0.00085094,0.000100850266,0.00042480472,0.00025204502,0.18791254],"genre_scores_gemma":[0.9417888,0.0011019233,0.040036697,0.000994942,0.00055003766,0.00012420943,0.00010513427,0.0001757854,0.015122504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991032,0.00038507904,0.00003177749,0.00013424823,0.0002652921,0.000080489],"domain_scores_gemma":[0.9977616,0.001294698,0.00014862546,0.00041355033,0.00021910356,0.00016241435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016249291,0.00038480034,0.00055924593,0.000828548,0.0011999398,0.0020241945,0.0012424126,0.0010787849,0.0059478316],"category_scores_gemma":[0.0055595045,0.00021549567,0.0006854198,0.0006540262,0.007295819,0.0060772225,0.0019327382,0.001864731,0.00038897854],"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":[0.000005091401,0.0000020516027,0.00003867832,0.000013614917,0.0000022716756,0.000016703265,0.00007677393,0.0016408238,0.00013600182,0.99665475,0.00033792795,0.0010752198],"study_design_scores_gemma":[0.000004881559,0.000008958922,0.00006598009,0.0000074226764,0.0000022629315,0.000023293705,0.000027187789,0.0131982295,0.0002745898,0.98364383,0.002735938,0.000007348811],"about_ca_topic_score_codex":0.001896595,"about_ca_topic_score_gemma":0.0011764527,"teacher_disagreement_score":0.0059478316,"about_ca_system_score_codex":0.0018578909,"about_ca_system_score_gemma":0.0013913049,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W82873355","doi":"10.1007/978-1-4020-5337-5_9","title":"Dynamic Signatures of Real and Model Ecosystems","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainability and Ecological Systems Analysis","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 Guelph","funders":"","keywords":"Ecosystem; Environmental science; Computer science; Ecology; Biology","score_opus":0.006237810986083307,"score_gpt":0.19565593363673361,"score_spread":0.1894181226506503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W82873355","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":[0.2029275,0.0056687966,0.46127054,0.0026102725,0.0003561355,0.00005745253,0.00076308585,0.0013004349,0.32504582],"genre_scores_gemma":[0.8883397,0.0024968411,0.072871424,0.00019743251,0.00012115836,0.000070032984,0.00041348144,0.00041847234,0.03507138],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998374,0.000030639585,0.0000069292864,0.00003153619,0.0000757287,0.000017816641],"domain_scores_gemma":[0.9995802,0.00021656444,0.000043506883,0.00008624811,0.00004630612,0.000027187303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003737967,0.00023028572,0.0002488711,0.0007637318,0.00023126685,0.0015856004,0.0005066154,0.00046605486,0.0027143734],"category_scores_gemma":[0.0019721838,0.00024394793,0.00020070617,0.00081621093,0.0010894769,0.0025995877,0.00062195957,0.00070472225,0.00031459267],"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":[0.000021790076,0.000011776631,0.0010525151,0.00006852535,0.0000116607835,0.00008802815,0.00035451332,0.013707691,0.0051714275,0.90903246,0.0039763805,0.066503264],"study_design_scores_gemma":[0.0000036748172,0.000013586188,0.002119917,0.00003218442,0.0000072701796,0.0003231148,0.0001881065,0.06292389,0.0029296116,0.8871231,0.04431462,0.000021000402],"about_ca_topic_score_codex":0.0004824311,"about_ca_topic_score_gemma":0.00066631706,"teacher_disagreement_score":0.0027143734,"about_ca_system_score_codex":0.00060305087,"about_ca_system_score_gemma":0.00034688102,"threshold_uncertainty_score":0.00908047},"labels":[],"label_agreement":null}]}