{"meta":{"query_hash":"c560ffc8e0ca","filters":{"venue":"Energy Sustainability and Society"},"cohort_total":17,"direct_labels_cover":0,"predictions_cover":17,"exported":17,"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/c560ffc8e0ca","api":"https://metacan.xera.ac/api/v1/cohort?venue=Energy+Sustainability+and+Society"},"results":[{"id":"W2078645944","doi":"10.1186/2192-0567-3-11","title":"From coal to wood thermoelectric energy production: a review and discussion of potential socio-economic impacts with implications for Northwestern Ontario, Canada","year":2013,"lang":"en","type":"review","venue":"Energy Sustainability and Society","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Context (archaeology); Jurisdiction; Biomass (ecology); Government (linguistics); Coal; Production (economics); Electricity generation; Business; Environmental science; Environmental resource management; Political science; Geography; Power (physics); Engineering; Economics; Waste management; Archaeology; Ecology","score_opus":0.011419304006323195,"score_gpt":0.27761037635918473,"score_spread":0.26619107235286155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078645944","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020353082,0.9899907,0.0005021793,0.0053416016,0.00023144818,0.0015835037,0.00017151021,0.00003890962,0.00010485063],"genre_scores_gemma":[0.0052782353,0.9886805,0.00022841911,0.00025404384,0.0005891639,0.0010934223,0.00019686093,0.00004449543,0.0036348954],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975057,0.00029254935,0.0005794792,0.0008182445,0.00023772895,0.00056630105],"domain_scores_gemma":[0.9980906,0.00021871206,0.000519543,0.00042402477,0.00040420922,0.0003428789],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040324082,0.0004250257,0.0014500349,0.00003863524,0.0008353569,0.00008897968,0.00033770932,0.00034881273,0.00006238923],"category_scores_gemma":[0.00009013709,0.00029889695,0.000369954,0.000315423,0.00041186396,0.0002473529,0.00012237194,0.00016874874,8.12244e-8],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014090614,0.00008086919,0.00018317415,0.005762939,0.00051183393,6.1536053e-7,0.005681737,0.00004377615,4.1025015e-7,0.0038689207,0.012656279,0.97119534],"study_design_scores_gemma":[0.00016824287,0.000088885274,0.0002466154,0.0010090995,0.0008766442,0.0000022889476,0.010360692,0.0000013437588,9.927777e-7,0.0032257838,0.9835243,0.0004950901],"about_ca_topic_score_codex":0.9877651,"about_ca_topic_score_gemma":0.9915933,"teacher_disagreement_score":0.97086805,"about_ca_system_score_codex":0.003618897,"about_ca_system_score_gemma":0.012231092,"threshold_uncertainty_score":0.9999463},"labels":[],"label_agreement":null},{"id":"W2128710054","doi":"10.1186/s13705-014-0026-4","title":"Small town identity and history's contribution to a response in policy change: a case study of transition from coal to biomass energy conversion","year":2014,"lang":"en","type":"article","venue":"Energy Sustainability and Society","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Government (linguistics); Renewable energy; Identity (music); Resource (disambiguation); Qualitative research; Sociology; Political science; Engineering; Social science","score_opus":0.02110290585313164,"score_gpt":0.2888436981025132,"score_spread":0.2677407922493816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128710054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900225,0.00016578336,0.006103685,0.0031238894,0.00013148406,0.00036392713,0.000011074849,0.000041088413,0.00003655853],"genre_scores_gemma":[0.9985247,0.00007196162,0.00011152505,0.0008026907,0.00023510947,0.000119176446,0.0000063090256,0.000009866018,0.00011860943],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972725,0.0012657124,0.00029009292,0.0004731927,0.0003105054,0.00038802854],"domain_scores_gemma":[0.9986333,0.00041471512,0.00009594643,0.00020144075,0.00036799544,0.0002865802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015768241,0.00016472518,0.00035246095,0.00013973788,0.00040138702,0.000045203156,0.00014015108,0.00023281819,0.000016647025],"category_scores_gemma":[0.0009918528,0.00018790369,0.000088126544,0.00059525203,0.00032104563,0.00037022706,0.00011549147,0.0000758905,8.073292e-8],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028843607,0.0015519968,0.020439029,0.00009251836,0.00011530838,0.00017663278,0.89103633,0.00068046665,0.0013052768,0.048988365,0.00052124873,0.032208476],"study_design_scores_gemma":[0.003713163,0.0015452146,0.04923494,0.00003750918,0.00006672138,0.000005840727,0.88628924,0.0009526038,0.00040197998,0.010053206,0.047080863,0.0006187226],"about_ca_topic_score_codex":0.79424006,"about_ca_topic_score_gemma":0.3553441,"teacher_disagreement_score":0.43889594,"about_ca_system_score_codex":0.0021586942,"about_ca_system_score_gemma":0.00039578948,"threshold_uncertainty_score":0.766249},"labels":[],"label_agreement":null},{"id":"W2484907718","doi":"10.1186/s13705-016-0084-x","title":"Assessing the societal impacts of green demonstration homes: a Canadian case study","year":2016,"lang":"en","type":"article","venue":"Energy Sustainability and Society","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sustainable development; Green economy; Natural resource economics; Economics; Business; Regional science; Political science; Geography","score_opus":0.017079213181291075,"score_gpt":0.31924450540038746,"score_spread":0.3021652922190964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484907718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99520856,0.000108884255,0.00026184865,0.0035981252,0.000049360893,0.00025613827,0.000007388044,0.000026141726,0.00048356253],"genre_scores_gemma":[0.99942255,0.000024485733,0.000029025714,0.00009450582,0.00009065738,0.000014323867,0.000001316824,0.000005497082,0.0003176096],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.998515,0.00033977593,0.00025089915,0.00026535962,0.0002480484,0.00038090307],"domain_scores_gemma":[0.9988746,0.0002822033,0.00009356879,0.00023114482,0.0003018245,0.00021667394],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019483597,0.00011212459,0.00016662615,0.000018814766,0.001427724,0.00011179914,0.00015536632,0.0001299881,0.00003572487],"category_scores_gemma":[0.0001718382,0.00006653734,0.0001583613,0.00027980199,0.0011493041,0.00071726704,0.00002479562,0.00009395924,8.6066336e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027375709,0.00011952718,0.8989903,0.000030363293,0.00004464089,0.000044784592,0.08261078,9.749799e-7,0.000014055118,0.0024156647,0.00006319263,0.015663026],"study_design_scores_gemma":[0.00030237075,0.00004798053,0.38612702,0.0000075517714,0.000041767376,0.000004183325,0.6058095,0.00002440909,0.000017776767,0.0067869895,0.0007053213,0.00012512441],"about_ca_topic_score_codex":0.8634004,"about_ca_topic_score_gemma":0.83860993,"teacher_disagreement_score":0.5231987,"about_ca_system_score_codex":0.00045648048,"about_ca_system_score_gemma":0.0021443523,"threshold_uncertainty_score":0.99987227},"labels":[],"label_agreement":null},{"id":"W2600569329","doi":"10.1186/s13705-017-0112-5","title":"Factors influencing the adoption of biogas digesters in rural Ethiopia","year":2017,"lang":"en","type":"article","venue":"Energy Sustainability and Society","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland; Mekelle University; Colorado State University","keywords":"Firewood; Biogas; Business; Multivariate probit model; Energy consumption; Energy source; Agriculture; Energy security; Agricultural economics; Renewable energy; Natural resource economics; Geography; Waste management; Economics; Engineering","score_opus":0.010603387424708238,"score_gpt":0.2342363957935705,"score_spread":0.22363300836886227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600569329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99843305,0.000022476564,0.000044752418,0.00066037726,0.00003522757,0.000052921056,0.0000010567458,0.000007845791,0.0007423189],"genre_scores_gemma":[0.9994698,0.00011059842,0.000029364142,0.00012885383,0.00001041516,0.0000053739436,0.0000025758998,0.0000048466395,0.00023813234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923295,0.000066700435,0.00015058815,0.00016099267,0.00015880403,0.00022999062],"domain_scores_gemma":[0.99936944,0.00007487207,0.00010651217,0.00038634852,0.0000054483944,0.000057390414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039415574,0.00011070578,0.00011876076,0.0000070913234,0.00046161682,0.000037748952,0.0002218739,0.00010919586,0.00003907565],"category_scores_gemma":[0.0001109849,0.00007453146,0.000084153115,0.0000495776,0.0009197565,0.00039354488,0.00026123985,0.00012827624,5.105422e-7],"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":[0.000009262957,0.000045994573,0.97300255,0.000012908724,0.000008930475,6.3009196e-7,0.010013185,0.010521833,0.00042121133,0.003482233,0.000032737647,0.0024485313],"study_design_scores_gemma":[0.00015905628,0.000027904278,0.9819629,0.0000067185015,0.000005336797,2.7461684e-7,0.013285892,0.00013547775,0.0005388441,0.0027417785,0.0010492847,0.00008653524],"about_ca_topic_score_codex":0.007838558,"about_ca_topic_score_gemma":0.00057123945,"teacher_disagreement_score":0.010386355,"about_ca_system_score_codex":0.00025594668,"about_ca_system_score_gemma":0.0000147874325,"threshold_uncertainty_score":0.9987683},"labels":[],"label_agreement":null},{"id":"W2891967551","doi":"10.1186/s13705-018-0169-9","title":"Towards a smart and sustainable residential energy culture: assessing participant feedback from a long-term smart grid pilot project","year":2018,"lang":"en","type":"article","venue":"Energy Sustainability and Society","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Ontario Power Authority; Energy Council of Canada; University of Waterloo; Ontario Centres of Excellence","keywords":"Smart grid; Consumption (sociology); Energy consumption; Energy management; Applied psychology; Electricity; Environmental economics; Psychology; Energy (signal processing); Business; Environmental resource management; Marketing; Engineering; Sociology; Economics","score_opus":0.017516604187608614,"score_gpt":0.28032802417010744,"score_spread":0.2628114199824988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891967551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932563,0.00038401206,0.0022771275,0.00134889,0.00019716984,0.00040272868,0.000011075562,0.00010361339,0.0020191357],"genre_scores_gemma":[0.9911873,0.00024569355,0.00076135976,0.0010195383,0.0002823516,0.00016193141,0.000056008637,0.000034157514,0.0062516876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961917,0.0004685203,0.0005146838,0.0011963357,0.000504996,0.0011237728],"domain_scores_gemma":[0.9985834,0.00010643585,0.00016213414,0.0006428067,0.000118061485,0.0003871598],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010668825,0.0004370939,0.00042652973,0.00003376583,0.001344184,0.0003982535,0.00028106946,0.00024267557,0.00069605245],"category_scores_gemma":[0.00030212174,0.00039859244,0.00017748262,0.00041824052,0.0026717475,0.0009999637,0.0010442703,0.00026234394,0.0000044144617],"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":[0.00055686536,0.0028132747,0.86826324,0.0005827789,0.0003236465,0.00012857001,0.059863888,0.00006381032,0.001394532,0.010974735,0.021655366,0.033379268],"study_design_scores_gemma":[0.0010468571,0.00053028367,0.8855957,0.000017479511,0.00011643445,0.000013454809,0.054990944,0.000567629,0.0010243974,0.016175753,0.039238904,0.00068217434],"about_ca_topic_score_codex":0.048695352,"about_ca_topic_score_gemma":0.0021114114,"teacher_disagreement_score":0.04658394,"about_ca_system_score_codex":0.0013886674,"about_ca_system_score_gemma":0.00034709813,"threshold_uncertainty_score":0.99995595},"labels":[],"label_agreement":null},{"id":"W2995633305","doi":"10.1186/s13705-019-0223-2","title":"Integrating policy, market, and technology for sustainability governance of agriculture-based biofuel and bioeconomic development in the US","year":2019,"lang":"en","type":"article","venue":"Energy Sustainability and Society","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sustainability; Corporate governance; Business; Natural resource economics; Biofuel; Production (economics); Economics; Environmental economics; Engineering; Ecology; Finance","score_opus":0.0024977415866104706,"score_gpt":0.18893853474165512,"score_spread":0.18644079315504464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995633305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947705,0.00068735424,0.00028517484,0.0036833778,0.000036583766,0.00038701878,0.0000057208326,0.000034284145,0.000109936154],"genre_scores_gemma":[0.9988664,0.00016383239,0.0006675486,0.00010711799,0.000018431547,0.000042985703,0.0000039111833,0.000005690668,0.00012409705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926394,0.000034080487,0.00020314155,0.0002499662,0.0000498245,0.00019905945],"domain_scores_gemma":[0.9995594,0.00008871286,0.000046161083,0.0001518948,0.00012640485,0.00002741523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005166517,0.00012925893,0.00017418008,0.000036889465,0.000085578766,0.000020823882,0.00008021311,0.00017336996,0.000002948149],"category_scores_gemma":[0.00010937841,0.000092017726,0.000040301733,0.00021779178,0.00025127915,0.0000749054,0.000050094943,0.00012345002,3.0155032e-8],"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":[0.00029860903,0.00051983877,0.65624934,0.024139253,0.00021988605,0.0000021272729,0.016540466,0.0014388685,0.005634202,0.13694589,0.0019838344,0.15602769],"study_design_scores_gemma":[0.0054548755,0.0005730383,0.404905,0.00012347626,0.00004775804,0.000021168535,0.1291648,0.05254539,0.03394087,0.0689736,0.30282125,0.0014287656],"about_ca_topic_score_codex":0.00030592454,"about_ca_topic_score_gemma":0.000077524346,"teacher_disagreement_score":0.30083743,"about_ca_system_score_codex":0.00032446507,"about_ca_system_score_gemma":0.00014672527,"threshold_uncertainty_score":0.3752374},"labels":[],"label_agreement":null},{"id":"W3028659263","doi":"10.1186/s13705-020-00255-4","title":"Assessing the wood sourcing practices of the U.S. industrial wood pellet industry supplying European energy demand","year":2020,"lang":"en","type":"article","venue":"Energy Sustainability and Society","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":42,"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":"Procurement; Business; Supply chain; Raw material; Sustainability; Pellet; Product (mathematics); Pellets; Commerce; Marketing","score_opus":0.02424379514129059,"score_gpt":0.24896399712822437,"score_spread":0.22472020198693377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028659263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96837264,0.0004948911,0.013764436,0.009034479,0.00029118254,0.00023309274,0.0000050365848,0.0002040027,0.007600221],"genre_scores_gemma":[0.9987667,0.00007828121,0.000053475003,0.0007079768,0.0002047282,0.0000072762873,0.0000053312287,0.000023745099,0.00015246577],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872786,0.00030369096,0.00028269913,0.00022423842,0.00021632179,0.0002451839],"domain_scores_gemma":[0.9992656,0.00013930978,0.00017631029,0.0002583867,0.00007734686,0.000083050756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059041753,0.00016474754,0.00016136593,0.000014059403,0.00035923257,0.00017285955,0.00026287718,0.00017446924,0.000022785209],"category_scores_gemma":[0.00033583117,0.00011261509,0.00013237828,0.00037745314,0.00020814434,0.0002707828,0.00028386674,0.0003892689,1.4932404e-7],"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":[0.00009320013,0.0006392731,0.11324139,0.0031334534,0.0019688734,0.000039164002,0.095777944,0.47809556,0.0024093147,0.1439588,0.06669907,0.093943946],"study_design_scores_gemma":[0.0022866654,0.00011177485,0.02310797,0.000114205635,0.00030524572,0.00000835583,0.24324587,0.15408188,0.00529621,0.0018765287,0.56869847,0.0008668269],"about_ca_topic_score_codex":0.0001362055,"about_ca_topic_score_gemma":0.00003058029,"teacher_disagreement_score":0.5019994,"about_ca_system_score_codex":0.00008119147,"about_ca_system_score_gemma":0.00007420991,"threshold_uncertainty_score":0.459231},"labels":[],"label_agreement":null},{"id":"W3111331017","doi":"10.1186/s13705-020-00275-0","title":"Embedding the United Nations sustainable development goals into energy systems analysis: expanding the food–energy–water nexus","year":2021,"lang":"en","type":"article","venue":"Energy Sustainability and Society","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":39,"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":"Nexus (standard); Sustainable development; Work (physics); Food energy; Natural resource economics; Environmental resource management; Agriculture; Food systems; Land use; Environmental economics; Business; Economics; Environmental planning; Food security; Computer science; Ecology; Geography; Engineering; Civil engineering","score_opus":0.008483102350868322,"score_gpt":0.22802114068202384,"score_spread":0.2195380383311555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111331017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7729635,0.0072714193,0.14971755,0.024755761,0.0008517578,0.0007827794,0.00003117694,0.0006623544,0.042963646],"genre_scores_gemma":[0.98121554,0.00017017488,0.0001918487,0.0008237785,0.0000981158,0.00040019595,0.00008742293,0.000031556498,0.01698139],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99603796,0.0007301932,0.0006191104,0.00086297543,0.0006698398,0.0010799324],"domain_scores_gemma":[0.9980751,0.00048143638,0.00015201939,0.00078616303,0.00032789898,0.0001773555],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012559191,0.00043586016,0.00047023877,0.00020054748,0.004479405,0.00038051253,0.00051899365,0.00020740667,0.0000865422],"category_scores_gemma":[0.00017839743,0.00025950553,0.00035850093,0.0038861542,0.0008197449,0.00040890308,0.0016868676,0.0002044233,0.0000011650467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024381083,0.000287314,0.0021472003,0.00015752115,0.0025887734,0.000051099643,0.05075955,0.28284943,0.00028580488,0.6567803,0.003145302,0.0009233282],"study_design_scores_gemma":[0.00057757244,0.00009610582,0.0022703656,0.000024001056,0.0005671532,0.000018000002,0.43627363,0.02807082,0.008817957,0.11580674,0.40653825,0.0009394056],"about_ca_topic_score_codex":0.024793793,"about_ca_topic_score_gemma":0.007371794,"teacher_disagreement_score":0.54097354,"about_ca_system_score_codex":0.0016199441,"about_ca_system_score_gemma":0.00017057962,"threshold_uncertainty_score":0.9999857},"labels":[],"label_agreement":null},{"id":"W3138120985","doi":"10.1186/s13705-021-00280-x","title":"Conceptual framework for increasing legitimacy and trust of sustainability governance","year":2021,"lang":"en","type":"review","venue":"Energy Sustainability and Society","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":80,"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":"Nordisk Ministerråd; University of Toronto","keywords":"Sustainability; Corporate governance; Legitimacy; Premise; Sustainability organizations; Business; Conceptual framework; Social sustainability; Argumentation theory; Project governance; Environmental economics; Economics; Process management; Environmental resource management; Political science; Politics; Sociology; Law","score_opus":0.02225699717292008,"score_gpt":0.30421716441643765,"score_spread":0.2819601672435176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138120985","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009118465,0.9865259,0.0017192514,0.00037782072,0.00012220407,0.0015943295,0.0002621064,0.00005430411,0.00022563322],"genre_scores_gemma":[0.008314467,0.98779887,0.0023186796,0.00014824848,0.00014316318,0.00058096275,0.00007593816,0.000068107685,0.00055155094],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995497,0.00061868597,0.0009988883,0.0015124157,0.00046592395,0.0009071003],"domain_scores_gemma":[0.9949699,0.0027285386,0.0007665898,0.00092803384,0.00033640146,0.00027052202],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017560284,0.0007326013,0.0022634892,0.000018347744,0.00051932485,0.00009913283,0.0004254628,0.000914247,0.00022232176],"category_scores_gemma":[0.0052034054,0.00069776666,0.0010331913,0.0005832329,0.0038324387,0.0003985899,0.0010827322,0.00057253544,3.0848122e-7],"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":[0.00007488948,0.0004434362,0.0014182054,0.03936451,0.00021163134,0.000015536692,0.0118905,0.00004722534,2.0408315e-7,0.2568187,0.00064317137,0.68907195],"study_design_scores_gemma":[0.0003646103,0.0001340118,0.0004161395,0.0010520901,0.00036764296,0.000023410603,0.043200675,0.00007449439,0.0000027399763,0.051075064,0.90257716,0.0007119747],"about_ca_topic_score_codex":0.0020190796,"about_ca_topic_score_gemma":0.00007344649,"teacher_disagreement_score":0.90193397,"about_ca_system_score_codex":0.0030157252,"about_ca_system_score_gemma":0.0008312122,"threshold_uncertainty_score":0.99954736},"labels":[],"label_agreement":null},{"id":"W3163346473","doi":"10.1186/s13705-021-00281-w","title":"Sustainable forest biomass: a review of current residue harvesting guidelines","year":2021,"lang":"en","type":"review","venue":"Energy Sustainability and Society","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":186,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Canadian Forest Service; U.S. Forest Service; Natural Resources Canada; U.S. Department of Agriculture","keywords":"Sustainability; Business; Environmental resource management; Certified wood; Environmental planning; Sustainable forest management; Bioproducts; Ecosystem services; Forest management; Context (archaeology); Agroforestry; Geography; Ecology; Economics; Environmental science; Ecosystem","score_opus":0.04245542045434389,"score_gpt":0.3510595846472665,"score_spread":0.3086041641929226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163346473","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010021261,0.9959943,0.00008496517,0.000334867,0.00007328033,0.00063382805,0.000011442779,0.000040642408,0.0028166203],"genre_scores_gemma":[0.000005110964,0.9768797,0.00031255148,0.00022652296,0.00013254138,0.00016867099,0.00014662826,0.000036391288,0.022091845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667346,0.0003794587,0.001130521,0.0007527828,0.00041196487,0.0006518135],"domain_scores_gemma":[0.9980706,0.00022365217,0.0005462096,0.0007585201,0.00023930256,0.00016170347],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017497275,0.0004957325,0.0015783571,0.000046033878,0.0002740617,0.00006489162,0.0004402438,0.00024192796,0.0004841962],"category_scores_gemma":[0.0015387068,0.00040980033,0.0010070185,0.0010764246,0.0005898746,0.00026225226,0.0014035294,0.0002748995,0.000006293676],"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":[7.4045784e-7,0.000075137345,0.0001645057,0.30546334,0.000073610645,0.000012179939,0.00014195532,0.000011620097,8.930301e-9,0.016813666,0.10928533,0.5679579],"study_design_scores_gemma":[0.00007808122,0.000027467653,0.000015310332,0.0211491,0.00038876827,0.0000052190176,0.0002629513,0.0000387969,1.630681e-7,0.0011574223,0.97650516,0.0003715599],"about_ca_topic_score_codex":0.00596379,"about_ca_topic_score_gemma":0.000117359465,"teacher_disagreement_score":0.8672198,"about_ca_system_score_codex":0.0006860092,"about_ca_system_score_gemma":0.00045523504,"threshold_uncertainty_score":0.9998354},"labels":[],"label_agreement":null},{"id":"W3164049608","doi":"10.1186/s13705-021-00288-3","title":"Governing sustainability of bioenergy, biomaterial and bioproduct supply chains from forest and agricultural landscapes","year":2021,"lang":"en","type":"article","venue":"Energy Sustainability and Society","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":9,"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":"Sustainability; Bioenergy; Agriculture; Natural resource economics; Sustainable development; Agroforestry; Business; Economics; Environmental science; Biofuel; Ecology; Engineering; Waste management","score_opus":0.003994846674502123,"score_gpt":0.1793485423711613,"score_spread":0.17535369569665918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164049608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888941,0.0014785168,0.00001808781,0.0091181975,0.00007883456,0.00018696078,0.00013690085,0.000050076032,0.000038290786],"genre_scores_gemma":[0.9983311,0.0005789841,0.00020177299,0.00016351763,0.0001639689,0.000030347368,0.0002570534,0.0000021518897,0.0002710934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978691,0.00020549072,0.00043251857,0.000843349,0.00017928131,0.00047029063],"domain_scores_gemma":[0.99861914,0.0003087906,0.00013193076,0.00014508754,0.00059427624,0.00020075383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048702687,0.00029689548,0.00046437225,0.000009545953,0.00046215334,0.00014886976,0.000126716,0.0002709323,0.000057445708],"category_scores_gemma":[0.00032208147,0.00014649227,0.00015105506,0.0002736195,0.00060014625,0.000262213,0.00044815536,0.00012174954,9.550259e-8],"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":[0.0002629191,0.0007009369,0.82537836,0.0010148748,0.00031977776,0.000040313156,0.009091414,0.000059033024,0.019103277,0.043515697,0.0003976725,0.10011574],"study_design_scores_gemma":[0.00043913745,0.00016439572,0.905225,0.00001573217,0.000033022876,0.000018577548,0.060130198,0.00018392631,0.0038815085,0.012534,0.016973952,0.00040059208],"about_ca_topic_score_codex":0.0068679615,"about_ca_topic_score_gemma":0.0032202702,"teacher_disagreement_score":0.09971514,"about_ca_system_score_codex":0.00021415995,"about_ca_system_score_gemma":0.00016012922,"threshold_uncertainty_score":0.99974537},"labels":[],"label_agreement":null},{"id":"W3167661835","doi":"10.1186/s13705-021-00294-5","title":"Correction to: Governing sustainability of bioenergy, biomaterial and bioproduct supply chains from forest and agricultural landscapes","year":2021,"lang":"en","type":"article","venue":"Energy Sustainability and Society","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sustainability; Bioenergy; Agriculture; Supply chain; Biomaterial; Engineering; Business; Biofuel; Ecology; Waste management; Biology; Marketing","score_opus":0.0025242854211295586,"score_gpt":0.1829047483251805,"score_spread":0.18038046290405094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167661835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956763,0.0005993081,0.0022022803,0.0007245888,0.00040388512,0.00013153754,0.000037755963,0.00010912427,0.00011523138],"genre_scores_gemma":[0.99870074,0.00039830589,0.00021993597,0.00004088525,0.000083738814,0.000020842344,0.00012363929,0.000012310858,0.0003996306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900496,0.000049950864,0.00022576912,0.0003661856,0.00011865356,0.00023450742],"domain_scores_gemma":[0.9993638,0.000058870774,0.000035692363,0.00018182,0.0002481264,0.00011173336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015576842,0.00017762878,0.00022739785,0.000027758775,0.00013504739,0.00008011203,0.000048462272,0.00009671713,0.000012692424],"category_scores_gemma":[0.00017091457,0.00016028435,0.000062773826,0.00025358447,0.00013602714,0.00014470822,0.00016266193,0.000053105494,7.940012e-8],"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":[0.00037848385,0.00084896013,0.62309664,0.0075554308,0.001354307,0.000068589965,0.040991753,0.077555425,0.03549885,0.11841316,0.027303334,0.066935085],"study_design_scores_gemma":[0.0011127883,0.00015702007,0.86049277,0.000055076453,0.00008150032,0.000014821224,0.050128046,0.039212283,0.0144865755,0.0027802936,0.03085886,0.0006199586],"about_ca_topic_score_codex":0.0016501569,"about_ca_topic_score_gemma":0.001837634,"teacher_disagreement_score":0.23739615,"about_ca_system_score_codex":0.00018382807,"about_ca_system_score_gemma":0.00004669037,"threshold_uncertainty_score":0.6536206},"labels":[],"label_agreement":null},{"id":"W4280572784","doi":"10.1186/s13705-022-00350-8","title":"The impacts of observational learning and word-of-mouth learning on farmers’ use of biogas in rural Hubei, China: does interpersonal trust play a role?","year":2022,"lang":"en","type":"article","venue":"Energy Sustainability and Society","topic":"Energy and Environment Impacts","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 Alberta","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Biogas; Word of mouth; Livelihood; Interpersonal communication; Business; Observational study; Marketing; Psychology; Agriculture; Social psychology; Engineering; Geography; Waste management; Medicine","score_opus":0.006864309933324738,"score_gpt":0.2178797005357945,"score_spread":0.21101539060246977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280572784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993659,0.000085000764,0.000010731731,0.00033598434,0.000022138549,0.000065987595,0.000006667858,0.000006645668,0.000100921905],"genre_scores_gemma":[0.99913317,0.00017670977,0.00007356951,0.000047899248,0.000007121676,0.000011791585,0.000011720505,0.000008115425,0.000529913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986923,0.00027669262,0.00026437463,0.00020317888,0.00031023467,0.00025322736],"domain_scores_gemma":[0.99927384,0.00037263977,0.00017325544,0.0001076851,0.000008703345,0.00006388524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007212158,0.00013139714,0.00019134824,0.00002215143,0.0004146868,0.0000149444695,0.00010576129,0.00006089297,0.00012662155],"category_scores_gemma":[0.00025223522,0.00009417128,0.000100535704,0.00020220842,0.0006791571,0.0001834283,0.0003292352,0.00032055192,5.512873e-8],"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":[0.00017612385,0.0001270018,0.8094633,0.000018942235,0.000029061523,8.5230636e-7,0.01630892,0.16429488,0.00083210773,0.0019370295,0.0000106636735,0.0068011056],"study_design_scores_gemma":[0.000394484,0.00020220756,0.93619776,0.000011970793,0.000009071989,0.0000011627999,0.05583342,0.0032108808,0.0003142842,0.0014413017,0.0022726108,0.00011083389],"about_ca_topic_score_codex":0.0039097476,"about_ca_topic_score_gemma":0.00014944056,"teacher_disagreement_score":0.16108401,"about_ca_system_score_codex":0.00025724428,"about_ca_system_score_gemma":0.000032847118,"threshold_uncertainty_score":0.5910395},"labels":[],"label_agreement":null},{"id":"W4318703538","doi":"10.1186/s13705-023-00382-8","title":"A review of collaborative research practices with Indigenous Peoples in engineering, energy, and infrastructure development in Canada","year":2023,"lang":"en","type":"review","venue":"Energy Sustainability and Society","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"National Research Council Canada; University of Toronto","keywords":"Indigenous; Context (archaeology); Ceremony; Traditional knowledge; Political science; Environmental resource management; Engineering ethics; Engineering; Geography; Ecology","score_opus":0.021461221934226424,"score_gpt":0.35418581112199404,"score_spread":0.3327245891877676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318703538","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036693844,0.99483466,0.0000023153355,0.000105771906,0.000059455815,0.0009833894,0.000014112468,0.000010814413,0.0003200685],"genre_scores_gemma":[0.00034425422,0.99875116,0.00014446522,0.000024427987,0.00006076043,0.00011285731,0.000039177292,0.000020151081,0.00050271925],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99649006,0.0012221377,0.0006419958,0.00046219083,0.0005216327,0.000661988],"domain_scores_gemma":[0.9968808,0.0014901067,0.00048202663,0.0002000559,0.00078312453,0.00016384934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003658513,0.00025059056,0.0010023171,0.00015834863,0.001294805,0.00003834132,0.00022594578,0.00030205332,0.0000061256574],"category_scores_gemma":[0.00028874644,0.00018976319,0.000049272243,0.0021904246,0.00035165792,0.00014107364,0.000016148042,0.00044198715,3.575688e-8],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000006578904,0.0000808281,0.00064021564,0.27093107,0.00010625302,0.000017038745,0.6608011,0.000013963265,1.1124517e-9,0.031752817,0.00020681068,0.035443336],"study_design_scores_gemma":[0.00006483234,0.000025167996,0.00022552535,0.013816281,0.000023182005,0.0000015645994,0.07926408,0.0000010485387,1.0385088e-7,0.00015806885,0.9062297,0.00019047335],"about_ca_topic_score_codex":0.9894011,"about_ca_topic_score_gemma":0.99975455,"teacher_disagreement_score":0.90602285,"about_ca_system_score_codex":0.005063358,"about_ca_system_score_gemma":0.34077147,"threshold_uncertainty_score":0.99875605},"labels":[],"label_agreement":null},{"id":"W4389330673","doi":"10.1186/s13705-023-00424-1","title":"Transformative power production futures: citizen jury deliberations in Saskatchewan, Canada","year":2023,"lang":"en","type":"article","venue":"Energy Sustainability and Society","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"CANDU Owners Group; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Climate justice; Futures contract; Jury; Transformative learning; Political science; Citizen science; Climate change; Public relations; Sociology; Business; Law; Ecology","score_opus":0.005563014048324557,"score_gpt":0.24716578725183438,"score_spread":0.24160277320350984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389330673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801169,0.00014718088,0.00020855524,0.014049915,0.0005178358,0.00024435078,0.000009845134,0.00017165343,0.004533764],"genre_scores_gemma":[0.98992974,0.0003551918,0.00009024188,0.000485211,0.00025290283,0.00010571693,0.000021314507,0.000011999045,0.008747663],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982311,0.000269286,0.0002446693,0.00033242934,0.0004002404,0.0005222386],"domain_scores_gemma":[0.99920726,0.00016329593,0.00005176925,0.00014908687,0.0002990665,0.00012954888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008528575,0.00013973343,0.0001935982,0.00004358895,0.0012532837,0.000066244604,0.00014394823,0.0001803721,0.00004803081],"category_scores_gemma":[0.000341862,0.00014941845,0.000097468095,0.0011630772,0.00039991597,0.00041829763,0.000034579974,0.00016317214,3.1064997e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036749752,0.00012120577,0.0027569674,0.0000987475,0.0000845079,0.000016124994,0.7154921,0.008395394,0.000049168968,0.084203884,0.06920051,0.11954464],"study_design_scores_gemma":[0.00017176829,0.000012052812,0.008366747,0.000006449733,0.000005498862,2.3476373e-7,0.9048406,0.00008030236,0.00009673037,0.023191724,0.06304467,0.0001832468],"about_ca_topic_score_codex":0.82012284,"about_ca_topic_score_gemma":0.9946665,"teacher_disagreement_score":0.18934847,"about_ca_system_score_codex":0.0014267114,"about_ca_system_score_gemma":0.0036415127,"threshold_uncertainty_score":0.96393716},"labels":[],"label_agreement":null},{"id":"W4409473021","doi":"10.1186/s13705-025-00521-3","title":"Not in my backyard? Prospects, problems and perceptions of lithium extraction in Austria","year":2025,"lang":"en","type":"article","venue":"Energy Sustainability and Society","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":6,"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; Høgskolen i Innlandet","keywords":"Lithium (medication); Extraction (chemistry); Perception; Economics; Sustainable development; Natural resource economics; Political science; Psychology; Chemistry","score_opus":0.006632855345983676,"score_gpt":0.25454510198353564,"score_spread":0.24791224663755196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409473021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910782,0.0004296497,0.003756453,0.0006221882,0.00007451205,0.00019374503,0.0000028639897,0.00006497114,0.0037774371],"genre_scores_gemma":[0.9968789,0.00082771346,0.00017389836,0.000042120515,0.000010919076,0.00005061729,0.000004715871,0.0000048133948,0.0020062788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993633,0.00003098597,0.00025152514,0.00016389173,0.000061326304,0.00012895738],"domain_scores_gemma":[0.99970335,0.000072668074,0.000022441112,0.00008844727,0.000086108164,0.000027005774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026145016,0.00008732829,0.00014618211,0.00006639238,0.0000521607,0.000024285973,0.000030173955,0.0001334334,0.000017090006],"category_scores_gemma":[0.00006406563,0.00009297621,0.0000348937,0.00033274363,0.000087838074,0.0002318537,0.000016304692,0.00017277611,1.0022745e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018247875,0.0013315269,0.39968517,0.011513844,0.00017378078,0.000007163098,0.06659254,0.19532558,0.025694875,0.25546652,0.004713934,0.039312597],"study_design_scores_gemma":[0.0021516022,0.000087046166,0.76512486,0.00016384269,0.00002846289,0.000005342581,0.054175764,0.07409279,0.005120559,0.037127625,0.061419815,0.00050232356],"about_ca_topic_score_codex":0.00031838412,"about_ca_topic_score_gemma":0.0004636046,"teacher_disagreement_score":0.36543965,"about_ca_system_score_codex":0.00017777899,"about_ca_system_score_gemma":0.0000641515,"threshold_uncertainty_score":0.37914598},"labels":[],"label_agreement":null},{"id":"W4414606095","doi":"10.1186/s13705-025-00540-0","title":"Energy hardship programmes: a systematic cross-country policy analysis of initiatives addressing equity and low-carbon energy services","year":2025,"lang":"en","type":"article","venue":"Energy Sustainability and Society","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":4,"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":"Energimyndigheten; Ministry of Business, Innovation and Employment; Lunds Universitet; U.S. Department of Energy","keywords":"Energy policy; Equity (law); Energy poverty; Policy analysis; Renewable energy; Poverty; Sustainable development; Efficient energy use","score_opus":0.007749148508495571,"score_gpt":0.29300840092905234,"score_spread":0.2852592524205568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414606095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989615,0.0015170391,0.0013461268,0.00032539488,0.000037182144,0.00011785343,0.00001592328,0.000060374754,0.0069650556],"genre_scores_gemma":[0.9973816,0.0007364988,0.000082477374,0.0009976885,0.00002671776,0.00007291913,0.000034206314,0.000013563794,0.00065429584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975576,0.00030062994,0.00054969965,0.00061343476,0.00041712742,0.00056153804],"domain_scores_gemma":[0.9987319,0.00028849044,0.0002633928,0.0004844216,0.00004407616,0.0001877235],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008078217,0.0003289411,0.00069270487,0.00012737568,0.00039946634,0.00016960302,0.0002888101,0.0002857437,0.000032099368],"category_scores_gemma":[0.00013568586,0.00028944213,0.00024967978,0.0014296046,0.0012883409,0.00048170253,0.0010395187,0.000118969416,7.2874e-8],"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":[0.00029268145,0.0018759159,0.5923162,0.03693837,0.0058035282,0.00002490765,0.02166146,0.0997193,0.0013753703,0.21640377,0.0000756816,0.023512788],"study_design_scores_gemma":[0.0016109261,0.00023663441,0.81201047,0.0013273675,0.002170853,0.000004725417,0.020337338,0.09415863,0.0029968896,0.062334992,0.0015712857,0.0012399143],"about_ca_topic_score_codex":0.02544032,"about_ca_topic_score_gemma":0.0022417558,"teacher_disagreement_score":0.21969423,"about_ca_system_score_codex":0.00056791794,"about_ca_system_score_gemma":0.0001090713,"threshold_uncertainty_score":0.9999558},"labels":[],"label_agreement":null}]}