{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"8dfed7e1fb31","filters":{"venue":"Renewable and Sustainable Energy Transition"}},"results":[{"id":"W4386701622","doi":"10.1016/j.rset.2023.100064","title":"Co-creating socio-technical scenarios for net-zero emission pathways: Comparison of five national case studies","year":2023,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Transition","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Horizon 2020; Horizon 2020 Framework Programme; European Commission","keywords":"Stakeholder; Transformative learning; Sustainability; Environmental economics; Sociotechnical system; Stakeholder engagement; Business; Set (abstract data type); Renewable energy; Politics; Political science; Economic system; Environmental resource management; Economics; Computer science; Public relations; Engineering; Knowledge management; Sociology","authors":[{"name":"Jakob Wachsmuth","is_ca":false},{"name":"Philine Warnke","is_ca":false},{"name":"Ajay Gambhir","is_ca":false},{"name":"Sara Giarola","is_ca":false},{"name":"Konstantinos Koasidis","is_ca":false},{"name":"Shivika Mittal","is_ca":false},{"name":"Αλέξανδρος Νίκας","is_ca":false},{"name":"Kathleen Vaillancourt","is_ca":false},{"name":"Haris Doukas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03177613469023946,"gpt":0.303766420143492,"spread":0.2719902854532525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01006304,0.000674799,0.0006075062,0.002266426,0.001919435,0.004406001,0.001948055,0.002435653,0.005226863],"category_scores_gemma":[0.01546164,0.0005139567,0.001607378,0.004137435,0.001938666,0.004234731,0.002670694,0.001856695,0.000346698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01185075,"about_ca_system_score_gemma":0.0039813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02471631,"about_ca_topic_score_gemma":0.03933422,"domain_scores_codex":[0.9934909,0.004763435,0.000253321,0.0002512758,0.000701947,0.0005390603],"domain_scores_gemma":[0.9864516,0.009891326,0.0005184097,0.001233223,0.001407215,0.0004982771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.001621903,0.003409779,0.04054316,0.002128104,0.0005710998,0.00560416,0.02315294,0.6426054,0.002738644,0.2126965,0.005619906,0.05930833],"study_design_scores_gemma":[0.0009027101,0.002264875,0.04807092,0.003233278,0.0007626152,0.001767148,0.1739277,0.511113,0.01449502,0.1020956,0.1407488,0.0006183962],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9021446,0.0004736804,0.01561172,0.001117296,0.00005475718,0.001035805,0.001067968,0.0001076544,0.07838672],"genre_scores_gemma":[0.9804212,0.0007535815,0.01474255,0.00008152468,0.000005062863,0.0007869686,0.0008249028,0.00005340602,0.002330892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9980806,"threshold_uncertainty_score":0.08598357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283314003","doi":"10.1016/j.rset.2022.100027","title":"Cleaner the better: Macro-economic assessment of ambitious decarbonisation pathways across Indian states","year":2022,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Transition","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Expansive; Macro; Energy sector; Economics; Renewable energy; Economic impact analysis; Economic sector; Distributive property; Macro level; Econometric model; Economy; Economic system; Engineering; Econometrics","authors":[{"name":"Surabhi Joshi","is_ca":false},{"name":"Kakali Mukhopadhyay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01911810790784946,"gpt":0.2300261204112414,"spread":0.2109080125033919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009674804,0.000353349,0.0003438993,0.0007811744,0.0004996672,0.002575845,0.0006810731,0.000480466,0.002207462],"category_scores_gemma":[0.00187856,0.0002269776,0.001087527,0.001961665,0.0007682908,0.001592836,0.001728075,0.001080984,0.0001789008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002603232,"about_ca_system_score_gemma":0.002306523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.057076,"about_ca_topic_score_gemma":0.05518832,"domain_scores_codex":[0.9994153,0.0002170211,0.00002290543,0.00006921313,0.0001054149,0.0001701751],"domain_scores_gemma":[0.9991272,0.000264989,0.0001574674,0.0001182361,0.0002214049,0.0001107326],"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":[0.0006031006,0.0002859937,0.1532562,0.0003400568,0.0007056106,0.0008344919,0.0008535137,0.7096108,0.002271069,0.1052868,0.003713735,0.02223872],"study_design_scores_gemma":[0.0001263436,0.001230451,0.4106797,0.0002111954,0.0007960421,0.0004048382,0.01290488,0.4775925,0.005451464,0.05682815,0.03348903,0.0002853615],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605281,0.0004415867,0.006384708,0.001524627,0.00004385175,0.0001077952,0.002753203,0.0001098574,0.02810631],"genre_scores_gemma":[0.9967582,0.0002412841,0.001376117,0.0001113812,0.00000550551,0.00003038343,0.0006990402,0.00001559276,0.0007626544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.057076,"threshold_uncertainty_score":0.1134876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385633746","doi":"10.1016/j.rset.2023.100061","title":"Co-creating Canada's path to net-zero: a stakeholder-driven modelling analysis","year":2023,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Transition","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"HORIZON EUROPE Framework Programme; European Commission","keywords":"Electrification; Stakeholder; Software deployment; Renewable energy; Greenhouse gas; Environmental economics; Carbon capture and storage (timeline); Business; Computer science; Environmental resource management; Environmental science; Economics; Engineering; Climate change; Electricity","authors":[{"name":"Alison Bailie","is_ca":false},{"name":"Marie Pied","is_ca":false},{"name":"Kathleen Vaillancourt","is_ca":false},{"name":"Olivier Bahn","is_ca":true},{"name":"Konstantinos Koasidis","is_ca":false},{"name":"Ajay Gambhir","is_ca":false},{"name":"Jakob Wachsmuth","is_ca":false},{"name":"Philine Warnke","is_ca":false},{"name":"Ben McWilliams","is_ca":false},{"name":"Haris Doukas","is_ca":false},{"name":"Αλέξανδρος Νίκας","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0495723395869811,"gpt":0.2223699816241334,"spread":0.1727976420371523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006814571,0.000509196,0.000368266,0.0007605481,0.001514428,0.002352116,0.001127126,0.00145993,0.005287204],"category_scores_gemma":[0.001475839,0.00028073,0.000915907,0.001056379,0.0008411699,0.0009452929,0.001020683,0.001179441,0.0002322063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01731239,"about_ca_system_score_gemma":0.01874282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8701497,"about_ca_topic_score_gemma":0.8521425,"domain_scores_codex":[0.9996355,0.0001037019,0.00000610878,0.00003738529,0.00007288894,0.000144392],"domain_scores_gemma":[0.999177,0.0003266821,0.00004537122,0.00003120933,0.0002958375,0.000123809],"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":[0.0001292742,0.00007294058,0.01009711,0.0001072586,0.00004794467,0.0002668539,0.0004469265,0.933665,0.0008393769,0.04812936,0.002720775,0.003477094],"study_design_scores_gemma":[0.00005732619,0.00005073823,0.005168724,0.00005230197,0.00004266552,0.00002873484,0.002046325,0.973622,0.0004113574,0.007670872,0.01079893,0.00005005437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8299807,0.0003561965,0.01704658,0.003404255,0.00004438432,0.0002383798,0.006052789,0.0001323086,0.1427444],"genre_scores_gemma":[0.984519,0.0002468322,0.005470538,0.0001198307,0.000004367278,0.0001166675,0.001027885,0.00003661056,0.008458321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1298503,"threshold_uncertainty_score":0.2612299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405483579","doi":"10.1016/j.rset.2024.100099","title":"Toward sustainable propylene: A comparison of current and future production pathways","year":2024,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Transition","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Production (economics); Current (fluid); Biochemical engineering; Sustainable production; Environmental science; Engineering; Economics","authors":[{"name":"Parsa Shirzad","is_ca":true},{"name":"Ivan Kantor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01445631464801153,"gpt":0.2367707155408236,"spread":0.222314400892812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001215063,0.0004449216,0.0003208857,0.001036924,0.0004162684,0.00201182,0.0006511813,0.0006806322,0.003833672],"category_scores_gemma":[0.0006210944,0.0002334048,0.0003717337,0.001111989,0.0005193561,0.003956279,0.0007595464,0.00108588,0.0009148189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001452976,"about_ca_system_score_gemma":0.001287591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009589764,"about_ca_topic_score_gemma":0.001685577,"domain_scores_codex":[0.9995314,0.00004734956,0.00002902993,0.0000755233,0.0002397131,0.00007694709],"domain_scores_gemma":[0.9997669,0.00005862401,0.0000389234,0.00001250873,0.00009244426,0.00003050704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004977188,0.0002737481,0.005358593,0.01225632,0.0001361864,0.001232914,0.0005663933,0.01312715,0.1379828,0.2223997,0.007998188,0.5981704],"study_design_scores_gemma":[0.00005639051,0.00127207,0.007294964,0.002275248,0.0001625946,0.001630549,0.001674307,0.0105776,0.1369174,0.05840049,0.7796363,0.0001021947],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1727653,0.6483276,0.04182702,0.01125141,0.0006816887,0.0001533395,0.0009546192,0.0002691164,0.12377],"genre_scores_gemma":[0.3920633,0.5708993,0.02551499,0.0006658225,0.0001589224,0.000106129,0.0009036216,0.00009137484,0.009596562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003833672,"threshold_uncertainty_score":0.01282495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408168455","doi":"10.1016/j.rset.2025.100106","title":"Integrated planning and operation of power systems: Flexibility in high penetration of wind and solar","year":2025,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Transition","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Penetration (warfare); Flexibility (engineering); Wind power; Environmental science; Electric power system; Solar wind; Computer science; Aerospace engineering; Systems engineering; Marine engineering; Engineering; Electrical engineering; Power (physics); Physics; Operations research; Economics; Plasma","authors":[{"name":"Mohammad Miri","is_ca":false},{"name":"Jacob I. Monroe","is_ca":false},{"name":"Tamara Knittel","is_ca":false},{"name":"Madeleine McPherson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003957041240990166,"gpt":0.1935465620803964,"spread":0.1895895208394062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121073,0.000888498,0.0007077911,0.0005478021,0.00050326,0.002244127,0.001353858,0.001085744,0.002262741],"category_scores_gemma":[0.00215805,0.0006980677,0.001176347,0.001047147,0.0009533047,0.001954368,0.001466734,0.001495309,0.0002472812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001883716,"about_ca_system_score_gemma":0.00274283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01913231,"about_ca_topic_score_gemma":0.0206617,"domain_scores_codex":[0.9991754,0.0004444212,0.00001832436,0.00008805942,0.0001721231,0.0001017153],"domain_scores_gemma":[0.9993626,0.0003603821,0.0001121757,0.00004914315,0.00007002671,0.00004558829],"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":[0.000006014852,0.00001147675,0.0001936862,0.000008802434,0.00001008909,0.0000300975,0.00001488707,0.9904535,0.00007334966,0.007710496,0.00007540822,0.001412238],"study_design_scores_gemma":[0.000005414713,0.00002343035,0.0002150378,0.00001097327,0.000008717191,0.00001119308,0.00003432598,0.9895774,0.00008253464,0.009545694,0.0004790468,0.000006263518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08171592,0.0005364785,0.8868167,0.0008289504,0.00004342648,0.0002019743,0.0004208249,0.0003232442,0.02911253],"genre_scores_gemma":[0.9429776,0.0004732226,0.0531673,0.00006126634,0.00001823626,0.0001959205,0.0002149835,0.00004902592,0.002842497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01913231,"threshold_uncertainty_score":0.03804189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292324276","doi":"10.1016/j.rset.2022.100034","title":"Diffusion of demand-side low-carbon innovations and socio-technical energy system change","year":2022,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Transition","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Royal Roads University; York University; University of Victoria","funders":"","keywords":"Mainstream; Sociotechnical system; Conceptualization; Economic system; Legitimacy; Democratization; Control reconfiguration; Industrial organization; Demand side; Technological innovation system; Decentralization; Economics; Business; Environmental economics; Innovation system; Political science; Politics; Engineering; Market economy; Computer science","authors":[{"name":"Christina E. Hoicka","is_ca":true},{"name":"Yuxu Zhao","is_ca":true},{"name":"Maria-Louise McMaster","is_ca":true},{"name":"Runa Das","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02446488738564226,"gpt":0.203163577588806,"spread":0.1786986902031638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00573304,0.0002190584,0.0004551714,0.002023725,0.001258945,0.005203959,0.0006707637,0.0010716,0.002778469],"category_scores_gemma":[0.02205493,0.0001963303,0.0004942309,0.002578697,0.004163275,0.004369512,0.002162745,0.001933179,0.0001749948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01836345,"about_ca_system_score_gemma":0.01016572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1126028,"about_ca_topic_score_gemma":0.1585992,"domain_scores_codex":[0.9971209,0.0008541145,0.0001704725,0.0004147449,0.000991554,0.0004481713],"domain_scores_gemma":[0.9785597,0.01231762,0.003833979,0.0008636502,0.003631337,0.0007938364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002458947,0.0003128677,0.5446122,0.001957407,0.0004216444,0.0009827912,0.04828035,0.01324284,0.006355652,0.1649172,0.00187882,0.2167924],"study_design_scores_gemma":[0.00005052729,0.0002581226,0.8027442,0.001008258,0.0002061746,0.0003974775,0.03753304,0.0163931,0.003388216,0.07247186,0.06538352,0.0001655331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186412,0.004832747,0.01166279,0.008665693,0.00005443858,0.0001462311,0.0002869058,0.00006517098,0.05564484],"genre_scores_gemma":[0.9968676,0.0008909899,0.001128014,0.0001178962,0.000008980795,0.00001345516,0.00004876475,0.000005777759,0.000918377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126028,"threshold_uncertainty_score":0.2238947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391071461","doi":"10.1016/j.rset.2024.100080","title":"Electrification policy impacts on land system in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Transition","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Electrification; Nexus (standard); Renewable energy; Sustainability; Greenhouse gas; Natural resource economics; Land use; Energy security; Fossil fuel; Environmental resource management; Energy policy; Environmental economics; Business; Environmental science; Economics; Engineering; Electricity; Civil engineering; Ecology","authors":[{"name":"N. Arianpoo","is_ca":true},{"name":"Md. Eliasinul Islam","is_ca":true},{"name":"A.S. Wright","is_ca":true},{"name":"Taco Niet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002301173873219983,"gpt":0.16778058203476,"spread":0.16547940816154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003950534,0.0003319761,0.0004162673,0.001219864,0.003073917,0.002861853,0.001208749,0.000510104,0.009134317],"category_scores_gemma":[0.00158974,0.0001943932,0.0004410534,0.003082819,0.001137894,0.0006299207,0.001098054,0.0006538464,0.0004200966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09242665,"about_ca_system_score_gemma":0.05414836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982199,"about_ca_topic_score_gemma":0.9992325,"domain_scores_codex":[0.9993672,0.00008678329,0.00001637983,0.00004962147,0.0001434843,0.0003366745],"domain_scores_gemma":[0.9989479,0.0001143989,0.00003932305,0.00002940693,0.0006798671,0.0001891218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001079859,0.0004084034,0.578429,0.0006710244,0.0005155478,0.002700544,0.002487622,0.1424325,0.006328598,0.05232657,0.0786541,0.1339663],"study_design_scores_gemma":[0.0001787571,0.0001318391,0.8070581,0.0004237102,0.0002812807,0.000242852,0.02061103,0.07212776,0.002172532,0.005052295,0.09152529,0.00019455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233651,0.001378575,0.0003789046,0.003812747,0.00003864009,0.00007292411,0.007437262,0.00008439329,0.06343166],"genre_scores_gemma":[0.986173,0.0007942449,0.0002958133,0.0002250026,0.000002716216,0.00002189365,0.001185483,0.00001743553,0.0112846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09242665,"threshold_uncertainty_score":0.6706054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}