{"meta":{"query_hash":"15e2134f049d","filters":{"venue":"ASEAN Journal of Scientific and Technological Reports"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/15e2134f049d","api":"https://metacan.xera.ac/api/v1/cohort?venue=ASEAN+Journal+of+Scientific+and+Technological+Reports"},"results":[{"id":"W4210662825","doi":"10.55164/ajstr.v24i3.243570","title":"Antioxidant properties of sacha inchi (Plukenetia volubilis) shell extracts as affected by solvents used for prior decolorization","year":2021,"lang":"en","type":"article","venue":"ASEAN Journal of Scientific and Technological Reports","topic":"Phytochemicals and Antioxidant Activities","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Thaksin University; National Research Council of Thailand","keywords":"Chemistry; DPPH; Chloroform; ABTS; Antioxidant; Ferric; Solvent; Acetone; Extraction (chemistry); Food science; Nuclear chemistry; Methanol; Chromatography; Organic chemistry","score_opus":0.018120348913737403,"score_gpt":0.25590361840098436,"score_spread":0.23778326948724696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210662825","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":[0.99677074,0.0016786329,0.00057942537,0.00035091315,0.00019872957,0.0003097416,0.000008453737,0.000032319847,0.00007103221],"genre_scores_gemma":[0.99832726,0.00012344318,0.0010294277,0.000021159023,0.000029234352,0.000006410201,0.000014523041,0.0000105183935,0.000438036],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983065,0.000029353792,0.00068745576,0.00031270407,0.000438474,0.00022551435],"domain_scores_gemma":[0.9983532,0.000062462066,0.00066336215,0.00021288217,0.0005702726,0.00013782301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076783565,0.00013944629,0.00045673051,0.00015377595,0.00013796077,0.00006523662,0.000078068086,0.0001641842,0.00003073706],"category_scores_gemma":[0.0018853743,0.00009458052,0.0001579334,0.0003308658,0.00054117467,0.00018304544,0.00006432232,0.00020516448,4.389253e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008274319,0.00062145933,0.004181521,0.0001301162,0.000052299987,0.00035891123,0.000034138742,4.779698e-7,0.988905,0.00006430575,0.00043075855,0.0051382664],"study_design_scores_gemma":[0.00064684416,0.000448792,0.006580592,0.0005154795,0.00010222542,0.0017624649,0.00023644108,0.000036035173,0.9871367,0.0012634129,0.0011641219,0.00010687547],"about_ca_topic_score_codex":0.0000011306792,"about_ca_topic_score_gemma":0.0000010051665,"teacher_disagreement_score":0.005031391,"about_ca_system_score_codex":0.000028748902,"about_ca_system_score_gemma":0.00024433693,"threshold_uncertainty_score":0.3856882},"labels":[],"label_agreement":null},{"id":"W4360976270","doi":"10.55164/ajstr.v26i1.248159","title":"Techno-Economic Assessment of a 1 MW Solar PV Rooftop System at Thaksin University (Phatthalung Campus), Thailand","year":2023,"lang":"en","type":"article","venue":"ASEAN Journal of Scientific and Technological Reports","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Photovoltaic system; Tariff; Investment (military); Consumption (sociology); Environmental economics; Environmental science; Production (economics); Renewable energy; Energy consumption; Solar energy; Business; Engineering; Electrical engineering; Economics","score_opus":0.008026782021121724,"score_gpt":0.22139643846561638,"score_spread":0.21336965644449465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360976270","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":[0.99670684,0.00006893187,0.00030616423,0.0001337476,0.0002798528,0.0002311792,0.00001060084,0.000087567416,0.0021750922],"genre_scores_gemma":[0.9985321,0.000014951303,0.00027346823,0.0000023322496,0.000009893991,0.0000013999544,0.0000025621814,0.000005547986,0.001157757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808276,0.00007277653,0.0006174652,0.00042966564,0.00048989116,0.00030746212],"domain_scores_gemma":[0.99850446,0.00008118564,0.0007696449,0.00043093666,0.00005023271,0.00016355334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036859724,0.0001407324,0.00037469747,0.00021324118,0.0003574041,0.000048844202,0.00029554142,0.00015732832,0.00012986222],"category_scores_gemma":[0.00016658255,0.000103628554,0.00013631684,0.0005802085,0.0011438528,0.00021496612,0.0005438679,0.00021912831,0.000009771394],"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":[0.00002256185,0.0000828333,0.97026944,0.00006740005,0.00003413982,0.0033025972,0.000048593138,0.0003133819,0.015492295,0.00038810683,0.002667502,0.007311147],"study_design_scores_gemma":[0.0010065275,0.00054378784,0.9056664,0.00028465874,0.00012170851,0.0060667754,0.0070886845,0.0049453853,0.01236499,0.0053212764,0.056021582,0.00056819414],"about_ca_topic_score_codex":0.00011856571,"about_ca_topic_score_gemma":0.000044398046,"teacher_disagreement_score":0.06460301,"about_ca_system_score_codex":0.0007220346,"about_ca_system_score_gemma":0.00008711727,"threshold_uncertainty_score":0.42258498},"labels":[],"label_agreement":null},{"id":"W4394812431","doi":"10.55164/ajstr.v27i2.252058","title":"Environmental Impact Assessment of Onshore Wind Power Plants: A Case Study of a 50 MW Wind Power Plant in Northeastern Thailand","year":2024,"lang":"en","type":"article","venue":"ASEAN Journal of Scientific and Technological Reports","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"Thaksin University","keywords":"Wind power; Environmental science; Sea breeze; Power station; Marine engineering; Environmental impact assessment; Offshore wind power; Engineering; Meteorology; Geography; Ecology; Biology","score_opus":0.009606457205584269,"score_gpt":0.243496004687407,"score_spread":0.23388954748182275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394812431","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":[0.9979948,0.0012079158,0.00008066928,0.000011180844,0.00028769468,0.0001587666,0.000032246066,0.000032628624,0.00019413247],"genre_scores_gemma":[0.9998148,0.000049088456,0.00009167003,6.604541e-7,0.000009034174,0.0000011660297,0.0000025612856,0.000010879405,0.00002014482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985098,0.000016555849,0.00069134455,0.00021197257,0.00036975316,0.0002005732],"domain_scores_gemma":[0.9994967,0.0000659563,0.00013768238,0.00020089968,0.000017687613,0.00008108191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074069365,0.00017218986,0.00039016345,0.0004384307,0.000039924777,0.000046871563,0.000093644296,0.00008006799,0.00004842395],"category_scores_gemma":[0.000033694552,0.000112897585,0.000089416106,0.00021450642,0.0001851522,0.00010844394,0.000095901414,0.0003642258,2.6319717e-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":[0.000033918852,0.0008324656,0.88701195,0.000115063514,0.00050608057,0.09555904,0.0016616937,0.0035807504,0.0035469017,0.00003085152,0.00034814994,0.0067731645],"study_design_scores_gemma":[0.001306533,0.0036077162,0.8918496,0.0009891873,0.00020044533,0.07273559,0.021124275,0.0036126445,0.0011862064,0.00030865485,0.0024104223,0.0006687517],"about_ca_topic_score_codex":0.0000138421965,"about_ca_topic_score_gemma":0.000019953386,"teacher_disagreement_score":0.022823447,"about_ca_system_score_codex":0.000049835384,"about_ca_system_score_gemma":0.000027628197,"threshold_uncertainty_score":0.460383},"labels":[],"label_agreement":null},{"id":"W4394829240","doi":"10.55164/ajstr.v27i1.250609","title":"Optimal Wind Power Plant Layout Using Ant Colony Optimization","year":2023,"lang":"en","type":"article","venue":"ASEAN Journal of Scientific and Technological Reports","topic":"Wind Energy Research and Development","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":"Université de Moncton","funders":"Thailand’s Energy Conservation Fund; Thaksin University","keywords":"Wind power; Terrain; Turbine; Marine engineering; Computational fluid dynamics; Power station; Environmental science; Wind speed; Ant colony optimization algorithms; Wake; Meteorology; Automotive engineering; Computer science; Engineering; Aerospace engineering; Electrical engineering; Geography","score_opus":0.021915136200013494,"score_gpt":0.23585955153574767,"score_spread":0.21394441533573416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394829240","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":[0.9936725,0.00018843416,0.004920108,0.00007876257,0.00043112304,0.000053829037,0.000003949325,0.00014637967,0.0005049053],"genre_scores_gemma":[0.9933433,0.000056656736,0.006408964,0.0000044302856,0.000020214642,7.111252e-7,0.000008394768,0.0000084023295,0.00014891554],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876106,0.000012338429,0.00037928327,0.00015844275,0.0003994731,0.00028942723],"domain_scores_gemma":[0.9994861,0.000029137072,0.00010018479,0.00012562811,0.00009871524,0.00016026422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010519532,0.00009495504,0.00016459652,0.00037346882,0.0001605462,0.00013189421,0.00010035887,0.00009807697,0.0000587304],"category_scores_gemma":[0.0002131955,0.00006838617,0.000043878958,0.00061525544,0.0002270148,0.00014412464,0.00007703633,0.00021104526,0.000003686813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029306868,0.000060636627,0.0042691887,0.000024027899,0.000085434556,0.011568014,0.000102965416,0.9585061,0.011271918,0.00023432414,0.008791899,0.0050561703],"study_design_scores_gemma":[0.001954433,0.0011818617,0.030456118,0.0008419156,0.00011535116,0.030117387,0.002881859,0.77292174,0.049974915,0.0043223524,0.10343858,0.0017934924],"about_ca_topic_score_codex":6.0575036e-7,"about_ca_topic_score_gemma":2.0895105e-7,"teacher_disagreement_score":0.18558438,"about_ca_system_score_codex":0.000045129742,"about_ca_system_score_gemma":0.000062657746,"threshold_uncertainty_score":0.2788707},"labels":[],"label_agreement":null},{"id":"W4399690494","doi":"10.55164/ajstr.v27i3.253184","title":"Noise Emission Assessment of a Utility-Scale Wind Power Plant: Case Study of a 90 MW Wind Power Plant in Mukdaharn Province, Northeastern Thailand","year":2024,"lang":"en","type":"article","venue":"ASEAN Journal of Scientific and Technological Reports","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Wind power; Turbine; Noise pollution; Environmental science; Noise (video); Marine engineering; Wind speed; Meteorology; Engineering; Acoustics; Computer science; Electrical engineering; Physics; Aerospace engineering; Noise reduction","score_opus":0.02945294838695457,"score_gpt":0.3538050165433384,"score_spread":0.32435206815638384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399690494","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":[0.9956797,0.00033509475,0.00006438651,0.00019341204,0.00075794,0.0011937546,0.000043335767,0.000035287427,0.0016971158],"genre_scores_gemma":[0.9992344,0.00001606468,0.00010396131,0.000012810878,0.000018722734,0.000007434931,0.0000055345126,0.000011810897,0.0005892618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99657696,0.00025550614,0.001526449,0.0005087377,0.00075487664,0.00037749292],"domain_scores_gemma":[0.99805903,0.00024893516,0.00087841303,0.0004464356,0.00016907828,0.00019809107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004748954,0.00020573595,0.0005884472,0.0006316815,0.0002757835,0.00005164442,0.00018083316,0.00018893123,0.0001596649],"category_scores_gemma":[0.000187714,0.00012409374,0.00010121863,0.0005341333,0.00032309245,0.00018279637,0.00034526785,0.00087702816,0.0000012389911],"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":[0.00025427048,0.0031537262,0.869033,0.0007686727,0.00015412473,0.10841233,0.0036301021,0.000011315634,0.0044093807,0.00032753576,0.0021123316,0.0077332323],"study_design_scores_gemma":[0.006660463,0.010232944,0.7640927,0.011823685,0.00063112454,0.018861983,0.10714972,0.0013245288,0.0011395949,0.0028428982,0.07407253,0.0011678145],"about_ca_topic_score_codex":0.00007419238,"about_ca_topic_score_gemma":0.00018710132,"teacher_disagreement_score":0.104940265,"about_ca_system_score_codex":0.00006629423,"about_ca_system_score_gemma":0.0003412643,"threshold_uncertainty_score":0.50603956},"labels":[],"label_agreement":null},{"id":"W4399690507","doi":"10.55164/ajstr.v27i3.251675","title":"Techno-Economic Assessment of Utility-Scale Dual-Rotor Wind Power Generation: A Case Study of Siam Eastern Industrial Park, Rayong Province, Thailand","year":2024,"lang":"en","type":"article","venue":"ASEAN Journal of Scientific and Technological Reports","topic":"Wind Energy Research and Development","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":"Université de Moncton","funders":"","keywords":"Renewable energy; Wind power; Payback period; Environmental science; Power station; Net present value; Electricity generation; Internal rate of return; Fossil fuel; Greenhouse gas; Environmental engineering; Engineering; Waste management; Economics; Production (economics); Power (physics)","score_opus":0.03663106697529314,"score_gpt":0.27494052810165015,"score_spread":0.238309461126357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399690507","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":[0.9976314,0.00031684595,0.00042933825,0.0000398424,0.0005965858,0.0003256475,0.000007971976,0.00005865457,0.000593725],"genre_scores_gemma":[0.99932873,0.000011972368,0.00042728387,7.7453217e-7,0.000056540233,0.000007758095,0.0000023885689,0.000009475473,0.00015508702],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99809855,0.00003484146,0.0008986516,0.000285907,0.00046102543,0.00022104925],"domain_scores_gemma":[0.9992412,0.00004488339,0.00020160367,0.00026689432,0.00010307363,0.00014234398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017889098,0.00014568993,0.00033915465,0.00041684165,0.00009152266,0.00014917355,0.00011402837,0.00014737729,0.00007899613],"category_scores_gemma":[0.00006789118,0.00010274895,0.000074890035,0.00032297344,0.00031222333,0.00019618224,0.000112451,0.00040995862,6.992184e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001473431,0.0023234815,0.57241476,0.00046604563,0.0014482968,0.14691816,0.0011428847,0.008125953,0.044363864,0.00072684296,0.010298257,0.21162413],"study_design_scores_gemma":[0.015538537,0.02035989,0.116528876,0.0041469345,0.0011339645,0.23397447,0.053070903,0.18284978,0.26296732,0.0056215227,0.09874764,0.0050601764],"about_ca_topic_score_codex":0.0000138280375,"about_ca_topic_score_gemma":0.000025573396,"teacher_disagreement_score":0.45588586,"about_ca_system_score_codex":0.000068376015,"about_ca_system_score_gemma":0.0002933669,"threshold_uncertainty_score":0.41899806},"labels":[],"label_agreement":null},{"id":"W7116893020","doi":"10.55164/ajstr.v29i1.260629","title":"Physicochemical and Microbiological Evaluation of Reverse Osmosis Drinking Water Quality in Babylon Province, Iraq","year":2025,"lang":"","type":"article","venue":"ASEAN Journal of Scientific and Technological Reports","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reverse osmosis; Water quality; Contamination; Hard water; Nitrate; Total dissolved solids; Alkalinity; Chloride","score_opus":0.029837978661474966,"score_gpt":0.29558382373856057,"score_spread":0.2657458450770856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116893020","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":[0.9962331,0.0008768995,0.00013952075,0.0011806119,0.00027122695,0.0005259842,0.00000445902,0.000031354197,0.0007368245],"genre_scores_gemma":[0.9986141,0.0001753694,0.0009681822,0.00003317725,0.000007874103,0.000006835553,0.000004229487,0.0000049096802,0.00018537689],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.995466,0.00030763505,0.0019617125,0.0008593035,0.0009613851,0.0004439966],"domain_scores_gemma":[0.9978804,0.00015396794,0.0011119511,0.00052919926,0.00022489014,0.00009960936],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011787669,0.0002812425,0.0007172906,0.00048302952,0.00024338721,0.00014174786,0.00039522458,0.0005215299,0.0003190306],"category_scores_gemma":[0.0022700117,0.00018457789,0.00014530987,0.0008769592,0.0048779165,0.0003818039,0.0008422015,0.00072877994,0.0000034193565],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007679574,0.00043735953,0.069077365,0.00007317429,0.0000336644,0.00013485459,0.00008184951,0.000057531845,0.8306863,0.00067287544,0.00028122962,0.09838703],"study_design_scores_gemma":[0.0008486933,0.00027278904,0.059246086,0.00048223423,0.00015992287,0.00029201663,0.00078068505,0.00037689033,0.8884593,0.047631357,0.0011495828,0.00030042903],"about_ca_topic_score_codex":0.000014491208,"about_ca_topic_score_gemma":0.000017239536,"teacher_disagreement_score":0.0980866,"about_ca_system_score_codex":0.0002469855,"about_ca_system_score_gemma":0.0001262314,"threshold_uncertainty_score":0.9978302},"labels":[],"label_agreement":null}]}