{"meta":{"query_hash":"182d4d50d249","filters":{"venue":"Environmental Economics"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/182d4d50d249","api":"https://metacan.xera.ac/api/v1/cohort?venue=Environmental+Economics"},"results":[{"id":"W2516610861","doi":"10.21511/ee.07(2).2016.1","title":"Business implications of the falling cost of electricity","year":2016,"lang":"en","type":"article","venue":"Environmental Economics","topic":"Electric Power System Optimization","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":"Independent Electricity System Operator","funders":"","keywords":"Electricity; Publication; Falling (accident); Cost of electricity by source; Mains electricity; Economics; Environmental economics; Electricity generation; Natural resource economics; Business; Engineering; Electrical engineering; Advertising; Power (physics); Physics","score_opus":0.004573434315301821,"score_gpt":0.15061438595762516,"score_spread":0.14604095164232334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516610861","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":[0.95910305,0.00008959465,0.039217714,0.000068971865,0.0001008768,0.00017753166,0.00004839313,0.000017313281,0.0011765569],"genre_scores_gemma":[0.9993377,0.00036297773,0.0002111015,0.0000066218736,0.000011819316,0.000009682118,0.000002709511,0.000013808252,0.00004363587],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99961936,0.0000069060275,0.00019953694,0.000067945046,0.000022265012,0.00008397082],"domain_scores_gemma":[0.9996837,0.000029589748,0.00007467055,0.00019450735,0.000002732198,0.00001483281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043035656,0.000056845238,0.0000887172,0.000024702,0.000017401882,0.0000019868198,0.00012857959,0.000032240692,0.00002601439],"category_scores_gemma":[0.0000056611125,0.000041873718,0.00002938045,0.00006421841,0.0000331332,0.00006809967,0.000020731391,0.000022881663,0.00000801318],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008717038,0.0000922763,0.11800608,0.000047830494,0.000104134655,5.8016088e-8,0.0001305533,0.4037019,0.43079838,0.0018164054,0.00019991586,0.045093738],"study_design_scores_gemma":[0.00065541366,0.000021539565,0.5385839,0.00003934562,0.000032259257,0.00000852378,0.000017083714,0.02278905,0.43500215,0.00046034486,0.0021222315,0.00026818822],"about_ca_topic_score_codex":0.0000032922899,"about_ca_topic_score_gemma":0.0000035838943,"teacher_disagreement_score":0.4205778,"about_ca_system_score_codex":0.00018161513,"about_ca_system_score_gemma":0.0000075252583,"threshold_uncertainty_score":0.17075607},"labels":[],"label_agreement":null},{"id":"W2950945849","doi":"10.21511/ee.10(1).2019.03","title":"Green behavioral (in)consistencies: are pro-environmental behaviors in different domains substitutes or complements?","year":2019,"lang":"en","type":"article","venue":"Environmental Economics","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ordered probit; Consumption (sociology); Environmental quality; Public good; Multivariate probit model; Environmental economics; Willingness to pay; Probit model; Public economics; Set (abstract data type); Quality (philosophy); Economics; Natural resource; Business; Marketing; Microeconomics; Econometrics; Ecology; Computer science","score_opus":0.01707731205151048,"score_gpt":0.24323175993499915,"score_spread":0.22615444788348868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950945849","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":[0.99663657,0.00003565198,0.0000023241605,0.0002763098,0.00026942772,0.0016255219,0.00015832133,0.000030334659,0.00096554885],"genre_scores_gemma":[0.9959082,0.00015258044,0.0002463428,0.00037840134,0.000030597104,0.00021652137,0.00018078726,0.00006323548,0.002823316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966188,0.0001272395,0.0009260724,0.0011465695,0.00032076627,0.00086052716],"domain_scores_gemma":[0.9985697,0.000066422544,0.00028791674,0.0007886201,4.7632392e-7,0.0002868553],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028757966,0.00057577825,0.00059236755,0.00014166311,0.00013578124,0.000050876002,0.0005577953,0.00019071094,0.025717529],"category_scores_gemma":[0.0000057547263,0.0005485703,0.00017972158,0.00011640106,0.00064738997,0.0006796101,0.00066051085,0.0004087744,0.0018489795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009465528,0.0023178435,0.9915344,0.000014087142,0.000008968986,0.000029889106,0.0010374666,0.0010524016,0.0022746848,0.000019417417,0.000046699755,0.0015694767],"study_design_scores_gemma":[0.0019974187,0.00021733507,0.980319,0.000016308282,0.000019923682,0.000018882622,0.010332744,0.00036509018,0.0006022211,0.0001294865,0.005315557,0.00066601305],"about_ca_topic_score_codex":0.00079605635,"about_ca_topic_score_gemma":0.0034690131,"teacher_disagreement_score":0.02386855,"about_ca_system_score_codex":0.0053252643,"about_ca_system_score_gemma":0.000025147721,"threshold_uncertainty_score":0.99969655},"labels":[],"label_agreement":null},{"id":"W4399294713","doi":"10.21511/ee.15(1).2024.13","title":"Environmentally related taxes and their influence on decarbonization of the economy","year":2024,"lang":"en","type":"article","venue":"Environmental Economics","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publication; Scopus; Index (typography); Economics; Open access journal; Environmental economics; Chemistry; Business; Computer science; World Wide Web; Advertising; MEDLINE","score_opus":0.0054590933102527175,"score_gpt":0.14664437254620907,"score_spread":0.14118527923595636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399294713","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":[0.9798908,0.0018830807,0.00007522126,0.00052597333,0.00033608373,0.00030298284,0.00042203485,0.000030357682,0.016533462],"genre_scores_gemma":[0.99645114,0.0017823024,0.00008665755,0.00040930728,0.00004408368,0.00003512848,0.000031521107,0.00007440931,0.0010854506],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99804527,0.000025578172,0.00087234774,0.0007517801,0.000020159632,0.00028486023],"domain_scores_gemma":[0.9988115,0.00009578626,0.00039382308,0.0006035343,6.223679e-7,0.000094770694],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031442262,0.0003191986,0.00039309947,0.00015408442,0.00011829186,0.00008122452,0.00035492965,0.00016458076,0.00047055984],"category_scores_gemma":[0.000013600379,0.00030894915,0.00017428637,0.000065492466,0.00044971122,0.00045482957,0.00025883422,0.00023247303,0.00050775066],"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":[0.000032889395,0.0003141206,0.23081958,0.00009261166,0.0005046244,0.0000034844657,0.0016363756,0.046964142,0.0025229147,0.7120292,0.00021333808,0.00486669],"study_design_scores_gemma":[0.0018740018,0.0003981681,0.49600562,0.00014870554,0.00005492349,0.00007269508,0.0006510303,0.051397134,0.021233413,0.25445232,0.17186607,0.0018458915],"about_ca_topic_score_codex":0.000031724765,"about_ca_topic_score_gemma":0.00000790138,"teacher_disagreement_score":0.4575769,"about_ca_system_score_codex":0.0005308002,"about_ca_system_score_gemma":0.000011728074,"threshold_uncertainty_score":0.9999363},"labels":[],"label_agreement":null},{"id":"W4415029968","doi":"10.21511/ee.16(3).2025.10","title":"Recycling and natural resource extraction: Insights from monopoly and social planner perspectives","year":2025,"lang":"en","type":"article","venue":"Environmental Economics","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Natural resource; Social planner; Scarcity; Monopoly; Resource (disambiguation); Natural monopoly; Population; Sustainable development; Profit (economics)","score_opus":0.0038411769506771633,"score_gpt":0.19551791586177286,"score_spread":0.1916767389110957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415029968","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":[0.9890061,0.0036795847,0.00012846,0.00018071127,0.00015636609,0.000043280175,0.000011751378,0.000048628062,0.0067451443],"genre_scores_gemma":[0.9975108,0.00096704287,0.00017268838,0.00010984641,0.00008302804,0.000004277374,0.00002340186,0.000009085944,0.0011198523],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996613,0.000006867154,0.00010828038,0.0001462675,0.000016892383,0.000060384646],"domain_scores_gemma":[0.99987656,0.000039759252,0.000020259757,0.00004210043,7.2506845e-7,0.000020611433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000013931101,0.00008389041,0.00008368992,0.00003847874,0.00012335392,0.00004867109,0.00002579893,0.00005713274,0.00004300371],"category_scores_gemma":[0.0000016524109,0.00009619287,0.000014639436,0.000011819232,0.000052173727,0.00022769925,0.000017086617,0.00012118618,0.000008872882],"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":[0.0011634709,0.0008055239,0.03807179,0.0004097447,0.0025680389,0.000041224113,0.13730384,0.05742149,0.34193373,0.06660948,0.02038945,0.33328223],"study_design_scores_gemma":[0.0016304513,0.000031044397,0.13640271,0.000023553454,0.00006927307,0.000018595183,0.045924608,0.07183882,0.01937711,0.004401684,0.719489,0.00079319446],"about_ca_topic_score_codex":0.0000042933893,"about_ca_topic_score_gemma":0.00001302088,"teacher_disagreement_score":0.6990995,"about_ca_system_score_codex":0.000079389276,"about_ca_system_score_gemma":0.0000027749238,"threshold_uncertainty_score":0.39226314},"labels":[],"label_agreement":null}]}