{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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"},"query_hash":"2d4dbf53adb6","filters":{"venue":"Materials Science for Energy Technologies"}},"results":[{"id":"W3048788668","doi":"10.1016/j.mset.2020.07.005","title":"Experimental study of single slope solar still coupled with parabolic trough collector","year":2020,"lang":"en","type":"article","venue":"Materials Science for Energy Technologies","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Northern Alberta Institute of Technology","funders":"","keywords":"Parabolic trough; Payback period; Solar still; Embodied energy; Trough (economics); Solar energy; Brine; Materials science; Environmental science; Atmospheric sciences; Meteorology; Environmental engineering; Thermodynamics; Electrical engineering; Engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.0447792036541976,"gpt":0.2897078314583352,"spread":0.2449286278041376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004199554,0.0002753725,0.0005209873,0.000241062,0.0002343962,0.0001704648,0.001193985,0.0001260022,0.00007304975],"category_scores_gemma":[0.0004815668,0.0002124248,0.0000378013,0.001284263,0.0008417973,0.0003318563,0.0002819704,0.00005268025,0.000004279969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009261651,"about_ca_system_score_gemma":0.0001087453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003688862,"about_ca_topic_score_gemma":0.0000297575,"domain_scores_codex":[0.9977571,0.0000817574,0.0005021486,0.0007054319,0.0004611785,0.0004924148],"domain_scores_gemma":[0.9987141,0.00007788536,0.0003076822,0.0006248538,0.0002082897,0.00006714222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003035419,0.000470783,0.00006787744,0.00001353055,0.00002497449,0.000002991626,0.001297923,0.001030568,0.9906591,0.005259424,0.00003389095,0.0008354383],"study_design_scores_gemma":[0.001173434,0.003265868,0.00006937537,0.00001075974,0.00001911492,0.000003529239,0.007574208,0.0004682203,0.9840815,0.0004282171,0.002635216,0.0002705758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878383,0.00009422542,0.009915452,0.0002700944,0.0002676743,0.0004998456,0.00002595679,0.0009401838,0.0001482117],"genre_scores_gemma":[0.9654951,0.000005205809,0.03381319,0.0000517026,0.00003408025,0.0005016326,0.000007525233,0.00003888577,0.00005265363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02389773,"threshold_uncertainty_score":0.8662433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3147193623","doi":"10.1016/j.mset.2021.03.004","title":"Comparative study of physicochemical and rheological property of waste cooking oil, castor oil, rubber seed oil, their methyl esters and blends with mineral diesel fuel","year":2021,"lang":"en","type":"article","venue":"Materials Science for Energy Technologies","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Materials science; Diesel fuel; Rheology; Shear rate; Castor oil; Biodiesel; Natural rubber; Transesterification; Viscosity; Chemical engineering; Organic chemistry; Pulp and paper industry; Composite material; Chemistry; Methanol; Catalysis","retraction":null,"screen_n_in":null,"score":{"opus":0.02328558860310311,"gpt":0.2387035350599484,"spread":0.2154179464568453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001400556,0.0001632812,0.0003827173,0.00009220856,0.0001031617,0.0000454317,0.0001930284,0.00006808923,0.000002597899],"category_scores_gemma":[0.00003992656,0.00009725694,0.0000157409,0.0003643,0.001308212,0.0001436226,0.0001916033,0.0000545008,1.119605e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001851209,"about_ca_system_score_gemma":0.00002553672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002875112,"about_ca_topic_score_gemma":0.00002785832,"domain_scores_codex":[0.9990893,0.00001630376,0.0002280697,0.0003362188,0.0001254,0.0002047062],"domain_scores_gemma":[0.9994587,0.00003929946,0.00007948255,0.0002506672,0.00014737,0.00002442112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003154053,0.00008325215,0.00007195108,0.0001272215,0.00003184466,5.355883e-7,0.0006472856,0.0002869482,0.9934658,0.001018868,0.00002180172,0.004212917],"study_design_scores_gemma":[0.0003365808,0.0001846048,0.0001011025,0.00003790299,0.00001851152,0.00001230631,0.009867465,0.0006844063,0.9881878,0.0001432099,0.0002831793,0.0001429504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987818,0.0003047474,0.0001934982,0.0001816302,0.00007082834,0.00004533983,0.00003532972,0.000193837,0.0001929942],"genre_scores_gemma":[0.9967841,0.000202923,0.002678374,0.000004319707,0.00001288197,0.0001518379,0.000005008919,0.000008334828,0.0001522119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009220179,"threshold_uncertainty_score":0.482016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995194076","doi":"10.1016/j.mset.2019.11.003","title":"Valorization and sequestration of hydrogen gas from biomass combustion in solid waste incineration NaOH oxides of carbon entrapment model (SWI-NaOH-OCE Model)","year":2019,"lang":"en","type":"article","venue":"Materials Science for Energy Technologies","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Bộ Giáo dục và Ðào tạo","keywords":"Materials science; Combustion; Waste management; Incineration; Biomass (ecology); Municipal solid waste; Carbon fibers; Hydrogen; Chemical engineering; Organic chemistry; Composite number; Composite material; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.008350378596183778,"gpt":0.202959777260429,"spread":0.1946093986642453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001954886,0.0001233794,0.0002129902,0.000251359,0.00002345758,0.00002582656,0.0002119883,0.0001379784,0.000001619573],"category_scores_gemma":[0.00006405486,0.0001169996,0.00001390524,0.0003022541,0.0001678384,0.0003103612,0.00007457745,0.00002340101,1.359671e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008695916,"about_ca_system_score_gemma":0.00004359321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007746342,"about_ca_topic_score_gemma":0.00001034133,"domain_scores_codex":[0.9990714,0.000007023162,0.0003466756,0.0002344019,0.0001766655,0.0001638526],"domain_scores_gemma":[0.9995587,0.00002057023,0.0001310258,0.0001834633,0.00009145975,0.00001475707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002163117,0.00001170766,0.00008280148,0.00011247,0.000004006106,7.115865e-8,0.00007195381,0.09676782,0.9003311,0.002135687,7.978931e-7,0.0004599027],"study_design_scores_gemma":[0.0001441091,0.00003169299,0.000005379964,0.00005311471,0.000004788958,1.69757e-7,0.0001141498,0.3495331,0.636452,0.0135875,1.899305e-7,0.00007390029],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863178,0.00007485461,0.01306017,0.00003648507,0.00008806761,0.0001648268,0.00003602578,0.0002076648,0.0000140644],"genre_scores_gemma":[0.9952922,0.0001095486,0.004504895,0.000001739863,0.000004293363,0.00003431393,0.0000389246,0.00001111693,0.000002951508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2638792,"threshold_uncertainty_score":0.4771105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}