{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"3c7305842202","filters":{"venue":"Strategic Planning for Energy and the Environment"}},"results":[{"id":"W2777846168","doi":"10.1080/10485236.2018.11958658","title":"Bridging Gaps In Energy Planning for First Nation Communities","year":2017,"lang":"en","type":"article","venue":"Strategic Planning for Energy and the Environment","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Lakehead University","funders":"","keywords":"Energy planning; Sustainability; Indigenous; Environmental resource management; Prosperity; Energy security; Environmental planning; Business; Public relations; Sociology; Political science; Economic growth; Geography; Engineering; Economics; Renewable energy","authors":[{"name":"Roopa Rakshit","is_ca":true},{"name":"Chander Shahi","is_ca":true},{"name":"Mike Smith","is_ca":true},{"name":"Adam R. Cornwell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04934893733852762,"gpt":0.2458084930647258,"spread":0.1964595557261982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005596805,0.000241137,0.0002361754,0.00003918557,0.001561399,0.0001364971,0.0004019409,0.0001121298,0.00006425917],"category_scores_gemma":[0.00001895382,0.0001894872,0.00007681247,0.00002080438,0.0006149641,0.0002888831,0.0002102089,0.0001025776,0.00000245465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132825,"about_ca_system_score_gemma":0.000005488467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001824018,"about_ca_topic_score_gemma":0.0005632004,"domain_scores_codex":[0.9987972,0.00006094893,0.0002530075,0.0002711075,0.0001868391,0.0004308824],"domain_scores_gemma":[0.9989845,0.000288379,0.0002156258,0.0004271584,0.000001297971,0.00008307585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004718017,0.00009233319,0.01027199,0.00002351999,0.00005937701,0.000009307446,0.001931148,0.9077561,0.0003174451,0.07396621,0.0003300867,0.004770626],"study_design_scores_gemma":[0.02031952,0.0009056691,0.1362755,0.0006842295,0.0002347212,0.00006328231,0.006128975,0.3610778,0.004493244,0.2742691,0.1931645,0.002383496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453805,0.00118075,0.02277114,0.00166892,0.0002972963,0.0003650671,0.00003731133,0.0000441935,0.02825482],"genre_scores_gemma":[0.9976258,0.0003988735,0.0003701673,0.0002601671,0.00008625851,0.0002459942,0.00008079677,0.00002518685,0.0009067937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5466784,"threshold_uncertainty_score":0.9997385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895168232","doi":"10.1080/10485236.2019.12043345","title":"Analysis of the Robustness of Canada Economy and Energy Supply/Demand Fluctuations","year":2018,"lang":"en","type":"article","venue":"Strategic Planning for Energy and the Environment","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Energy consumption; Economics; Gross domestic product; Robustness (evolution); Consumption (sociology); Supply and demand; Energy supply; Energy demand; Natural resource economics; Primary energy; Econometrics; Environmental economics; Energy (signal processing); Macroeconomics; Engineering","authors":[{"name":"Alireza Aslani","is_ca":false},{"name":"Mohammad M. Ghiasi","is_ca":false},{"name":"Mohammadreza Safari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01500160519172769,"gpt":0.179646601559343,"spread":0.1646449963676153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003464639,0.0001457915,0.0004218315,0.00009329311,0.0001999971,0.00001649155,0.0001960754,0.00006174521,0.00009678667],"category_scores_gemma":[0.000009538442,0.0001128968,0.00009949007,0.00009616499,0.0005336517,0.00005906788,0.00008368941,0.00003941805,1.815425e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006297955,"about_ca_system_score_gemma":0.00002967851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01473078,"about_ca_topic_score_gemma":0.01211592,"domain_scores_codex":[0.9989544,0.0000286152,0.0004914173,0.000298623,0.00003199659,0.0001949386],"domain_scores_gemma":[0.9989882,0.0001487308,0.0004737103,0.0003334167,0.000004836244,0.00005107181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003557966,0.00002308475,0.0100482,0.00001070397,0.0007458442,1.626386e-7,0.0001732223,0.1425,0.00002594205,0.8462721,0.00006870643,0.0000964267],"study_design_scores_gemma":[0.004480558,0.0002486996,0.1346528,0.00004568567,0.0009596908,0.000007577948,0.001268129,0.5153928,0.002702628,0.2846722,0.05466787,0.000901298],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649443,0.002246747,0.01099154,0.0006229825,0.0001994718,0.0001081787,0.0002964526,0.000004604962,0.02058572],"genre_scores_gemma":[0.9984489,0.0002174846,0.0001215208,0.0001037684,0.00004661548,0.00004095372,0.00002889192,0.000011817,0.0009800212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5615999,"threshold_uncertainty_score":0.9918302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070080049","doi":"10.1080/10485230809509191","title":"The Role of Energy Service Companies in Accelerating Solar Technology To Market","year":2008,"lang":"en","type":"article","venue":"Strategic Planning for Energy and the Environment","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Closing (real estate); Business; Solar energy; Quarter (Canadian coin); Environmental economics; Commodity; Service (business); Installation; Fossil fuel; Solar power; Finance; Marketing; Power (physics); Engineering; Economics; Waste management; Electrical engineering","authors":[{"name":"Anthony Sclafani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01797195384247585,"gpt":0.2415536177744434,"spread":0.2235816639319675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004714514,0.0001706326,0.0002542648,0.0000819799,0.0005417652,0.00002446217,0.0003614067,0.000121856,0.00001881822],"category_scores_gemma":[0.00004025713,0.0001072924,0.00005175387,0.000220862,0.0003964757,0.00004740312,0.0001829191,0.0001252809,7.418474e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005418019,"about_ca_system_score_gemma":0.00004444213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002268423,"about_ca_topic_score_gemma":0.0009241451,"domain_scores_codex":[0.9986358,0.0001621412,0.000310274,0.0002629474,0.0001900714,0.0004387359],"domain_scores_gemma":[0.9991153,0.0004081809,0.00007458163,0.0003125082,0.00002682713,0.00006256129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006181583,0.00004967569,0.001046872,0.00001164343,0.00005568024,0.000009100218,0.0004929558,0.1166953,0.0004037268,0.8760954,0.00002056371,0.004500966],"study_design_scores_gemma":[0.002435951,0.00031727,0.001615483,0.00005092641,0.0000209318,0.00004534267,0.01396291,0.04944078,0.005988943,0.7342187,0.1915311,0.0003716776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546531,0.003539914,0.0003888536,0.002105623,0.00005536576,0.0001946599,0.000008599646,0.00003576055,0.03901812],"genre_scores_gemma":[0.9983416,0.0002903305,0.0001995717,0.0001391589,0.00002856899,0.0001846526,0.000009174014,0.00001343917,0.0007934663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1915106,"threshold_uncertainty_score":0.4375256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067086181","doi":"10.1080/10485230709509729","title":"More Than 10 Ways To Sweeten A Retail Power Contract","year":2007,"lang":"en","type":"article","venue":"Strategic Planning for Energy and the Environment","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Procurement; Marketing; Purchasing; Leverage (statistics); Computer science","authors":[{"name":"Lindsay Audin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01690467085464529,"gpt":0.2023310414776486,"spread":0.1854263706230033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004190547,0.0002075319,0.0001856384,0.00005705026,0.0001207832,0.00003656177,0.0001555399,0.00007143306,0.00008386855],"category_scores_gemma":[0.000005006943,0.0001525094,0.00006467396,0.00004893964,0.00007730309,0.00004789397,0.00004782526,0.00007485138,0.00001073559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005622243,"about_ca_system_score_gemma":0.000003348133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002756935,"about_ca_topic_score_gemma":0.00001180491,"domain_scores_codex":[0.9990172,0.000009592833,0.0002078885,0.0002151977,0.0001583621,0.0003917084],"domain_scores_gemma":[0.9994829,0.0001195018,0.00003042203,0.0002461918,0.000003694451,0.0001172882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003343484,0.0000266716,0.0001095071,0.00001813568,0.0003239106,0.00003737077,0.000790116,0.8111547,0.00106333,0.1836463,0.001149756,0.001345806],"study_design_scores_gemma":[0.007698538,0.0006947595,0.01447728,0.0001531422,0.0003272464,0.00004096935,0.003032471,0.102242,0.008508043,0.02097218,0.8400787,0.001774691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6320918,0.001983277,0.235119,0.0006405258,0.0008162894,0.0005564765,0.00002548382,0.000350331,0.1284167],"genre_scores_gemma":[0.9978489,0.00004842471,0.0006511537,0.0002051611,0.0001124987,0.00007619608,0.00002382556,0.00003411364,0.0009997451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8389289,"threshold_uncertainty_score":0.6219151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037601212","doi":"10.1092/45cy-n5ld-729x-86fg","title":"The Water and Wastewater Industries: What is the Market? What are its Mechanisms?","year":2001,"lang":"en","type":"article","venue":"Strategic Planning for Energy and the Environment","topic":"Water resources management and optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Natural monopoly; Deregulation; Incentive; Government (linguistics); Business; Agency (philosophy); Water industry; Monopoly; Industrial organization; Regulatory agency; Natural resource; Private sector; Natural resource economics; Market economy; Water supply; Economics; Commerce; Engineering; Economic growth; Environmental engineering","authors":[{"name":"Leonard S. Hyman","is_ca":false},{"name":"Andrew S. Hyman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01286980488773857,"gpt":0.1724276638533434,"spread":0.1595578589656048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002746301,0.0001585647,0.0001007824,0.00001813333,0.0004376168,0.0006566389,0.0001375137,0.00006208238,0.00003812121],"category_scores_gemma":[9.189105e-7,0.00006017101,0.0000277832,0.00002365699,0.0001036514,0.0003160133,0.0000703957,0.0000794724,0.000002198547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001396712,"about_ca_system_score_gemma":9.417988e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002729518,"about_ca_topic_score_gemma":0.000001911176,"domain_scores_codex":[0.9993239,0.00003897002,0.0001301276,0.0001452414,0.0001084668,0.0002532731],"domain_scores_gemma":[0.999701,0.00007184979,0.00002946189,0.0001625397,0.000003021993,0.00003212028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001039436,0.00005404767,0.0001301848,0.0001720827,0.001331748,0.00004659623,0.01756038,0.8789379,0.001231356,0.05599169,0.004579232,0.03892534],"study_design_scores_gemma":[0.002515476,0.000116102,0.0001049443,0.0002440743,0.0001997677,0.00002664088,0.03416041,0.2534459,0.01505016,0.04355953,0.6499872,0.000589821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8733884,0.05355376,0.02144724,0.03385144,0.002087757,0.002393382,0.00002074159,0.0003497903,0.01290751],"genre_scores_gemma":[0.9703035,0.0208444,0.00003118631,0.0002773517,0.00007721997,0.0001106256,0.00002459906,0.00002583175,0.008305226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6454079,"threshold_uncertainty_score":0.6331984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W323824647","doi":"10.1080/10485230309509619","title":"Environmental Factors Influencing Urban Sustainability Las Vegas, Nevada, & Venice, Italy","year":2003,"lang":"en","type":"article","venue":"Strategic Planning for Energy and the Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mantra Energy Alternatives (Canada)","funders":"","keywords":"Sustainability; Las vegas; Environmental protection; Environmental impact assessment; Geography; Environmental planning; Environmental science; Political science; Archaeology; Ecology; Metropolitan area","authors":[{"name":"Stephen A. Roosa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01112887515042772,"gpt":0.2074097131557631,"spread":0.1962808380053354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003570104,0.0002869825,0.0002431949,0.00004978208,0.000290084,0.00006809808,0.000135216,0.00009946652,0.0000350963],"category_scores_gemma":[0.00001565077,0.0002200467,0.00009587358,0.00004719266,0.0001840076,0.0001097513,0.00003060902,0.0001458168,0.000001562289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003250047,"about_ca_system_score_gemma":0.00003356322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002442531,"about_ca_topic_score_gemma":0.000001597001,"domain_scores_codex":[0.9987496,0.0000832938,0.0002497538,0.0002841371,0.0001713951,0.0004617782],"domain_scores_gemma":[0.9993557,0.000199969,0.00005492323,0.0002750188,0.000003951456,0.0001104672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000211447,0.0002108091,0.01489973,0.0002572293,0.0005607016,0.00003423565,0.004058909,0.6504427,0.003236556,0.3241489,0.0007518153,0.001186975],"study_design_scores_gemma":[0.01183181,0.0007478112,0.01475898,0.0001543261,0.0006188506,0.00007420858,0.05129031,0.02496494,0.01363475,0.3248018,0.5538055,0.003316735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986461,0.002639441,0.007432939,0.00002927992,0.0001491467,0.0002912722,0.00001530103,0.00008733124,0.002894273],"genre_scores_gemma":[0.9986695,0.0001046211,0.0002869983,0.00003149614,0.00003991716,0.0001048808,0.00004297181,0.00003582775,0.0006837824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6254778,"threshold_uncertainty_score":0.8973243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239674734","doi":"10.1080/10485230109509554","title":"A Short History of Utility Transformation","year":2001,"lang":"en","type":"article","venue":"Strategic Planning for Energy and the Environment","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Transformation (genetics); Energy (signal processing); Engineering; Mathematics; Chemistry","authors":[{"name":"Michael Bobker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03423198466148001,"gpt":0.2490339436861579,"spread":0.2148019590246779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004782319,0.0001121216,0.0001745153,0.0000306914,0.00009093333,0.000006944967,0.0001177417,0.00007899983,0.00007590601],"category_scores_gemma":[0.0000109842,0.00007796266,0.00008379497,0.00003426675,0.0003967116,0.0000682067,0.00002111503,0.0000683735,6.189704e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209097,"about_ca_system_score_gemma":0.00003752859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006082181,"about_ca_topic_score_gemma":0.00003854826,"domain_scores_codex":[0.9991179,0.00009853658,0.000225921,0.0001649716,0.0001655378,0.0002271051],"domain_scores_gemma":[0.9995885,0.0001194787,0.00003617779,0.000187774,0.00001301617,0.00005504984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009954039,0.00007066229,0.0002227108,0.00003596045,0.0000596636,0.000004072183,0.0009566513,0.02554451,0.0001264605,0.9548345,0.00004175133,0.01710764],"study_design_scores_gemma":[0.002796603,0.0002522228,0.001991947,0.00002528308,0.00006930526,0.00002343708,0.002993462,0.04124,0.0004806092,0.4578326,0.4920086,0.0002859113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7137426,0.00336213,0.007082664,0.0004873663,0.0001517459,0.0002658217,0.000009627603,0.00003916935,0.2748589],"genre_scores_gemma":[0.9971127,0.0002243542,0.00004319033,0.00004140771,0.00002292187,0.00006774101,0.00003243833,0.000006699137,0.002448543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4970019,"threshold_uncertainty_score":0.3179225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231618185","doi":"10.1080/10485230009509528","title":"Utility Globalization","year":2000,"lang":"en","type":"article","venue":"Strategic Planning for Energy and the Environment","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Globalization; Economics; Business; Market economy","authors":[{"name":"Michael Bobker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02711505022580098,"gpt":0.2101869268312964,"spread":0.1830718766054954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001951684,0.00008322078,0.0001506202,0.00001302987,0.0001676808,0.00003459822,0.0000750058,0.0000466666,0.0002918133],"category_scores_gemma":[0.000003705135,0.00006659684,0.00005154947,0.00002973837,0.0001047343,0.00004126958,0.00001111049,0.00002533367,0.00002387806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001097917,"about_ca_system_score_gemma":0.000002697697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002699171,"about_ca_topic_score_gemma":0.000005060146,"domain_scores_codex":[0.9994636,0.00001038309,0.0001945979,0.0001616464,0.00001872679,0.0001510592],"domain_scores_gemma":[0.9997661,0.0000238124,0.00006169901,0.0001173538,0.000001474103,0.00002959575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004843486,0.00001283054,0.0008651576,0.000002947128,0.00001269526,2.685063e-7,0.0001340588,0.001417698,6.900934e-7,0.9962429,0.0003109708,0.0009513082],"study_design_scores_gemma":[0.0006099132,0.00003131853,0.00478091,0.000003827643,0.000005549357,0.000001520557,0.00005998559,0.003576116,0.00001340607,0.5463886,0.4444313,0.00009759171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5509387,0.009551468,0.005749906,0.0009304049,0.0001858174,0.0001995197,0.0002452387,0.00003139721,0.4321676],"genre_scores_gemma":[0.9969733,0.0005613071,0.00007076581,0.0002829572,0.00005355928,0.00001891123,0.00002735553,0.000004935153,0.002006927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4498544,"threshold_uncertainty_score":0.319515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045593775","doi":"10.1080/10485230309509643","title":"End-user Electric Demand Management Should be a National Policy Objective","year":2003,"lang":"en","type":"article","venue":"Strategic Planning for Energy and the Environment","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Legislation; Energy policy; Pace; Energy management; Energy supply; Business; Economics; Politics; Energy (signal processing); Public economics; Environmental economics; Political science; Engineering","authors":[{"name":"Peter V.K. Funk","is_ca":true},{"name":"Peter C. Lesch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01749665574055854,"gpt":0.2194984035230846,"spread":0.2020017477825261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000332774,0.0002138067,0.0001564606,0.0001307863,0.0001753268,0.00004166627,0.0001166284,0.00006037406,0.00002759961],"category_scores_gemma":[0.000006260699,0.0001674555,0.00006187827,0.0001167546,0.00006834613,0.0000586592,0.00003112408,0.00008032935,0.000002580352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580403,"about_ca_system_score_gemma":0.0000131177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001640949,"about_ca_topic_score_gemma":0.000003531782,"domain_scores_codex":[0.9989625,0.00004983513,0.0001769282,0.0002325962,0.0002472312,0.000330908],"domain_scores_gemma":[0.9996483,0.0001037842,0.00003416714,0.0001499814,0.000005170082,0.00005862555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001960709,0.00001456723,0.00001279477,0.00001197847,0.0001815976,0.000002595915,0.00006229064,0.4188244,0.00004882282,0.580303,0.0004063171,0.0001120572],"study_design_scores_gemma":[0.007255779,0.000234278,0.002038312,0.00005346185,0.0002815554,0.00004103923,0.001055777,0.08801426,0.005408959,0.3931766,0.5013267,0.001113276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06697724,0.004668893,0.1730989,0.001000405,0.0007486866,0.001049335,0.00003788999,0.0003989497,0.7520198],"genre_scores_gemma":[0.9961925,0.0004559588,0.0008389971,0.000297895,0.0001113809,0.0003370478,0.0000250492,0.00003174503,0.001709494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9292152,"threshold_uncertainty_score":0.6828635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}