{"meta":{"query_hash":"d4069f516d68","filters":{"venue":"Hydrogen"},"cohort_total":8,"direct_labels_cover":0,"predictions_cover":8,"exported":8,"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/d4069f516d68","api":"https://metacan.xera.ac/api/v1/cohort?venue=Hydrogen"},"results":[{"id":"W4286587301","doi":"10.3390/hydrogen3030018","title":"Methods to Improve the First Hydrogenation of the Vanadium-Rich BCC Alloy Ti16V60Cr24","year":2022,"lang":"en","type":"article","venue":"Hydrogen","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydrogen storage; Alloy; Vanadium; Materials science; Enthalpy; Tetragonal crystal system; Zirconium; Ball mill; Hydrogen; Phase (matter); Metallurgy; Analytical Chemistry (journal); Crystallography; Crystal structure; Chemistry; Thermodynamics; Chromatography; Organic chemistry","score_opus":0.015211296447904817,"score_gpt":0.2779488420152205,"score_spread":0.2627375455673157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286587301","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":[0.994375,0.00020662558,0.00020338231,0.0018276375,0.0014532648,0.00083244534,0.00014581521,0.000063875,0.0008919777],"genre_scores_gemma":[0.9952258,0.0000033281935,0.0013139629,0.0018773382,0.00015903213,0.0003844724,0.00000692291,0.000038826034,0.0009903149],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997463,0.00063650025,0.00047938962,0.0004170458,0.00058368593,0.00042037416],"domain_scores_gemma":[0.9984492,0.0001516397,0.00026592586,0.0009615421,0.00006998364,0.00010170021],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025214471,0.00020090814,0.00028705905,0.00007420028,0.0008135142,0.00005807689,0.0012933485,0.00005678574,0.002061449],"category_scores_gemma":[0.00016368627,0.0001272746,0.00015392329,0.0005305341,0.000091026,0.00010649359,0.0009592725,0.0001360608,0.00019539133],"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":[0.000023617542,0.00004787868,0.000055388642,0.0000135329,0.00002397906,0.000004150716,0.0014038285,0.0021897887,0.9926791,0.0005515089,0.002404489,0.0006027466],"study_design_scores_gemma":[0.00015306512,0.00007121835,0.000044736025,0.000003988856,0.00004426273,0.000022374157,0.00012239056,0.0002620737,0.802673,0.00057971897,0.19587877,0.00014440253],"about_ca_topic_score_codex":0.00046498372,"about_ca_topic_score_gemma":0.00012905752,"teacher_disagreement_score":0.19347428,"about_ca_system_score_codex":0.00015017252,"about_ca_system_score_gemma":0.00012381758,"threshold_uncertainty_score":0.9988508},"labels":[],"label_agreement":null},{"id":"W4291465019","doi":"10.3390/hydrogen3030019","title":"Hybrid Renewable Hydrogen Energy Solution for Remote Cold-Climate Open-Pit Mines","year":2022,"lang":"en","type":"article","venue":"Hydrogen","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Haulage; Renewable energy; Hydrogen vehicle; Environmental science; Grid energy storage; Battery (electricity); Electricity; Wind power; Greenhouse gas; Photovoltaic system; Diesel fuel; Waste management; Automotive engineering; Open-pit mining; Energy storage; Engineering; Distributed generation; Hydrogen fuel; Electrical engineering; Mechanical engineering; Mining engineering; Fuel cells","score_opus":0.02154184889085254,"score_gpt":0.24407804744690803,"score_spread":0.2225361985560555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291465019","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":[0.7644577,0.008995284,0.019571776,0.0025383988,0.006968566,0.0047966996,0.0023942816,0.0027963473,0.18748097],"genre_scores_gemma":[0.93000805,0.00013820567,0.0023854559,0.000904642,0.0009125888,0.0013909681,0.0012589293,0.0003430831,0.0626581],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954437,0.00044228285,0.00091804075,0.0011364407,0.0007013062,0.0013582181],"domain_scores_gemma":[0.99761635,0.00015814757,0.00046661994,0.001307605,0.0001308645,0.00032039735],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011179624,0.0005368442,0.00077577727,0.00028975913,0.0013711799,0.0001775512,0.0017083067,0.000110605164,0.0007932942],"category_scores_gemma":[0.000076088334,0.000599643,0.00036473086,0.0005408272,0.000074621916,0.00038292265,0.0015013311,0.00013168342,0.000078837955],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003447105,0.00028224892,0.00006150301,0.000102823586,0.0004520251,0.00018904598,0.00012193242,0.6324404,0.27860412,0.014229198,0.06707743,0.0060945754],"study_design_scores_gemma":[0.0012813648,0.00017524316,6.628821e-7,0.00002207087,0.000068869034,0.00016828261,0.000041519488,0.110629104,0.26226038,0.002595431,0.6222443,0.00051279046],"about_ca_topic_score_codex":0.0486038,"about_ca_topic_score_gemma":0.006173683,"teacher_disagreement_score":0.55516684,"about_ca_system_score_codex":0.0006237082,"about_ca_system_score_gemma":0.00026523144,"threshold_uncertainty_score":0.9999289},"labels":[],"label_agreement":null},{"id":"W4296625577","doi":"10.3390/hydrogen3040023","title":"First Hydrogenation of TiFe with Addition of 20 wt.% Ti","year":2022,"lang":"en","type":"article","venue":"Hydrogen","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":18,"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 du Québec à Trois-Rivières","funders":"","keywords":"Ingot; Vacuum induction melting; Alloy; Induction furnace; Microstructure; Materials science; Phase (matter); Metallurgy; Kinetics; Stoichiometry; Hydrogen; Analytical Chemistry (journal); Chemistry; Physical chemistry; Chromatography","score_opus":0.011093319052458852,"score_gpt":0.20891184266353682,"score_spread":0.19781852361107796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296625577","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":[0.99770325,0.00012598335,0.00009758197,0.0000652007,0.00014866769,0.00025973882,0.0005802004,0.000049052473,0.0009703219],"genre_scores_gemma":[0.99901795,0.000006715423,0.00038787184,0.000051054507,0.0000558831,0.00009768209,0.000135119,0.000023270291,0.00022442761],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985521,0.0001150684,0.0003825036,0.0002472654,0.00049929315,0.00020381475],"domain_scores_gemma":[0.9991503,0.00004007376,0.0003499482,0.00032693104,0.000073817995,0.00005893371],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047227606,0.00012619983,0.00027852127,0.00010419434,0.00016165558,0.0000106910575,0.00026061703,0.00003917728,0.0073919296],"category_scores_gemma":[0.000021323747,0.00011492016,0.00006255808,0.00023909562,0.000083763305,0.00015187431,0.00013383699,0.00004991754,0.00007921073],"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":[0.0001448732,0.00013305648,0.00011680295,0.000068203786,0.000022343043,0.000016656142,0.00048940716,0.00487415,0.9926648,0.00042520862,0.00095135707,0.00009313371],"study_design_scores_gemma":[0.00039912542,0.0002958793,0.000026928998,0.000019125238,0.000038374186,0.00004227844,0.000083713574,0.0003029295,0.979412,0.0003128809,0.018929902,0.00013682876],"about_ca_topic_score_codex":0.0001296226,"about_ca_topic_score_gemma":0.000037943777,"teacher_disagreement_score":0.017978545,"about_ca_system_score_codex":0.00005742804,"about_ca_system_score_gemma":0.00007934178,"threshold_uncertainty_score":0.99351543},"labels":[],"label_agreement":null},{"id":"W4391342686","doi":"10.3390/hydrogen5010003","title":"Hydrogenation Thermodynamics of Ti16V60Cr24−xFex Alloys (x = 0, 4, 8, 12, 16, 20, 24)","year":2024,"lang":"en","type":"article","venue":"Hydrogen","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":6,"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 du Québec à Trois-Rivières","funders":"Vrije Universiteit Amsterdam","keywords":"Thermodynamics; Materials science; Metallurgy; Physics","score_opus":0.01613067548445332,"score_gpt":0.24678793912805624,"score_spread":0.23065726364360292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391342686","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":[0.9854485,0.0015120087,0.0009013409,0.00014948037,0.0014557602,0.0003379256,0.0002179141,0.00037199212,0.009605089],"genre_scores_gemma":[0.99669236,0.000086402375,0.0003647307,0.00012527259,0.00031332756,0.00004423744,0.00009984654,0.000072694434,0.002201148],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977997,0.00014152443,0.0005870777,0.0005328613,0.0004881285,0.00045070006],"domain_scores_gemma":[0.99904114,0.00007769837,0.0001415228,0.000528588,0.00007060528,0.00014042952],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007862321,0.00028102205,0.00039573616,0.00017784673,0.00009929471,0.00013477533,0.00043933457,0.00018991613,0.0027112034],"category_scores_gemma":[0.00004402447,0.0002468263,0.00018359156,0.00025141513,0.00012117155,0.00037288648,0.00014974138,0.00010645734,0.0016381554],"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":[0.000022449061,0.00005838073,0.00002310298,0.00013495363,0.000048425936,0.000059877246,0.0004799511,0.00029057273,0.9935284,0.0025173617,0.0017237115,0.0011127628],"study_design_scores_gemma":[0.00020588265,0.00007774296,0.000005549349,0.00008326089,0.00007826615,0.000060632767,0.000040563016,0.0045917593,0.946859,0.0043874844,0.04331035,0.0002995082],"about_ca_topic_score_codex":0.00013172325,"about_ca_topic_score_gemma":0.00007584013,"teacher_disagreement_score":0.04666945,"about_ca_system_score_codex":0.00013498969,"about_ca_system_score_gemma":0.00014109965,"threshold_uncertainty_score":0.9999984},"labels":[],"label_agreement":null},{"id":"W4392987005","doi":"10.3390/hydrogen5010009","title":"Effect of Metal Carbides on Hydrogen Embrittlement: A Density Functional Theory Study","year":2024,"lang":"en","type":"article","venue":"Hydrogen","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Canada Research Chairs; Compute Canada","keywords":"Hydrogen embrittlement; Materials science; Carbide; Hydrogen; Density functional theory; Metal; Embrittlement; Metallurgy; Chemistry; Corrosion; Computational chemistry","score_opus":0.016558429935061333,"score_gpt":0.2834056201834001,"score_spread":0.26684719024833875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392987005","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":[0.99588454,0.0008615228,0.00006195248,0.00001621196,0.00084505766,0.00096230174,0.000069424845,0.00023565191,0.0010633429],"genre_scores_gemma":[0.9984997,0.00000921398,0.000023400253,0.000044980316,0.00017641048,0.00023664649,0.000029200251,0.000049229562,0.0009312503],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.996446,0.00089186546,0.0005664107,0.0007068812,0.00097490783,0.00041389727],"domain_scores_gemma":[0.99872804,0.00041248093,0.00010883926,0.0005688074,0.000053153068,0.0001286669],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036696817,0.00035548667,0.0005259197,0.00023020609,0.00018203323,0.00008599493,0.00037700715,0.00009014778,0.0036796054],"category_scores_gemma":[0.00009184039,0.00027678342,0.0003374997,0.0003580699,0.0001424138,0.00018187106,0.00020606731,0.00018214785,0.0013164345],"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":[0.00030254349,0.0004023316,0.0040381793,0.0000908833,0.00012589633,0.00013007465,0.00033389576,0.00011510566,0.9885602,0.0015860371,0.00026385908,0.004050967],"study_design_scores_gemma":[0.0006174892,0.0014462535,0.00024024778,0.000066886205,0.0005725912,0.000025968924,0.00010403804,0.00016522598,0.9952028,0.00063547795,0.00065646303,0.00026656225],"about_ca_topic_score_codex":0.00003569343,"about_ca_topic_score_gemma":0.000009682923,"teacher_disagreement_score":0.006642569,"about_ca_system_score_codex":0.00007346341,"about_ca_system_score_gemma":0.00006428326,"threshold_uncertainty_score":0.9999684},"labels":[],"label_agreement":null},{"id":"W4408821839","doi":"10.3390/hydrogen6020021","title":"Computational Methods, Artificial Intelligence, Modeling, and Simulation Applications in Green Hydrogen Production Through Water Electrolysis: A Review","year":2025,"lang":"en","type":"review","venue":"Hydrogen","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":36,"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 Sherbrooke","funders":"","keywords":"Hydrogen production; Production (economics); Computer science; Electrolysis; Electrolysis of water; Artificial intelligence; Biochemical engineering; Process engineering; Hydrogen; Engineering; Chemistry","score_opus":0.06356637236980146,"score_gpt":0.37752303616183513,"score_spread":0.3139566637920337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408821839","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017610006,0.9368392,0.059996206,0.00008299344,0.000103114624,0.0021944097,0.000016321812,0.0001428061,0.0006073359],"genre_scores_gemma":[0.00027196237,0.99210405,0.0026265434,0.000068621746,0.0004178018,0.0020039915,0.001790466,0.00009409076,0.0006224631],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99494,0.0011380395,0.0018796016,0.0011659877,0.00037354702,0.0005028343],"domain_scores_gemma":[0.9984383,0.00024591977,0.0003692356,0.0007058395,0.00015462119,0.000086071],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012026314,0.00064534176,0.002050666,0.0005052648,0.00017826832,0.000040784704,0.0003857435,0.00036740134,0.000046634636],"category_scores_gemma":[0.000119564604,0.00050897925,0.00043024778,0.0012808361,0.00005670829,0.00020468235,0.00015157709,0.00038171076,0.000080539256],"study_design_candidate":"simulation_or_modeling","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":[0.000002108819,0.000040689236,2.1893975e-7,0.012259062,0.00018443675,0.0000016588103,0.00005458785,0.56466734,0.000003673328,0.0011221536,0.000007150159,0.42165694],"study_design_scores_gemma":[0.000038265443,0.00001434431,8.50966e-9,0.013246506,0.0011890209,0.000031073243,0.000011223253,0.22610854,0.00020959516,0.021522408,0.73704994,0.00057908864],"about_ca_topic_score_codex":0.0013647034,"about_ca_topic_score_gemma":0.00034937353,"teacher_disagreement_score":0.7370428,"about_ca_system_score_codex":0.00029479642,"about_ca_system_score_gemma":0.00028481896,"threshold_uncertainty_score":0.9997362},"labels":[],"label_agreement":null},{"id":"W4415823540","doi":"10.3390/hydrogen6040095","title":"Computational Fluid Dynamic Modeling and Parametric Optimization of Hydrogen Adsorption in Stationary Hydrogen Tanks","year":2025,"lang":"en","type":"article","venue":"Hydrogen","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","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 Sherbrooke","funders":"","keywords":"Adsorption; Hydrogen; Hydrogen storage; Parametric statistics; Work (physics); Finite element method; Coupling (piping); Porous medium; Partial differential equation","score_opus":0.010918830642051939,"score_gpt":0.2460855708444482,"score_spread":0.23516674020239628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415823540","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":[0.9196091,0.0015991265,0.07726757,0.0001904842,0.000019476158,0.00020068958,0.00006575912,0.000058037145,0.0009897021],"genre_scores_gemma":[0.99011403,0.00027608525,0.008877667,0.00005880461,0.000016482361,0.00008209484,0.000379165,0.00002765909,0.00016799282],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984039,0.00004319852,0.0006429044,0.00042503254,0.00026650348,0.00021842912],"domain_scores_gemma":[0.9991242,0.0002322416,0.00017217899,0.0003114091,0.00009400597,0.000065948065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023715588,0.00020237628,0.00031183838,0.00034439663,0.00007496999,0.000023864106,0.00019188314,0.00021726062,0.0003232681],"category_scores_gemma":[0.00013503805,0.00022120307,0.000081151244,0.00082905847,0.000063398984,0.0001375278,0.000081375896,0.00017467092,0.000010345026],"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":[0.000018409644,0.00014395543,0.0011380917,0.000094247924,0.000070928654,0.0000010458591,0.000082285405,0.964799,0.029983466,0.0011853013,0.000013522646,0.0024697634],"study_design_scores_gemma":[0.00039749517,0.000007045881,0.00009187122,0.000105548555,0.000061096725,0.0000054639695,0.00009835731,0.9723538,0.018384833,0.008268962,0.00005029425,0.00017518882],"about_ca_topic_score_codex":0.000052040836,"about_ca_topic_score_gemma":0.000007969619,"teacher_disagreement_score":0.0705049,"about_ca_system_score_codex":0.00011966791,"about_ca_system_score_gemma":0.00010917735,"threshold_uncertainty_score":0.9020399},"labels":[],"label_agreement":null},{"id":"W4416904858","doi":"10.3390/hydrogen6040114","title":"Effect of Mechanical Processing on First Hydrogenation of Gas-Atomized Ti0.488Fe0.46Mn0.052 Alloy","year":2025,"lang":"en","type":"article","venue":"Hydrogen","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Mitacs; Université du Québec à Trois-Rivières","keywords":"Argon; Alloy; Pressing; Hydrogen; Incubation; Ball mill; Ball (mathematics)","score_opus":0.007603580171574605,"score_gpt":0.2655688788707152,"score_spread":0.2579652986991406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416904858","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":[0.9969669,0.00027088937,0.00022696516,0.00010624497,0.00032082098,0.00064649567,0.000043060652,0.00011236476,0.0013062306],"genre_scores_gemma":[0.99928206,0.000022887449,0.00027965766,0.00008348076,0.00006347707,0.00008019155,0.000021322721,0.00003067903,0.00013621693],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997514,0.0003794612,0.0007787427,0.00047626137,0.00047895312,0.00037260097],"domain_scores_gemma":[0.99861073,0.00028793176,0.00039980304,0.0004954457,0.000112267146,0.000093833674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001846612,0.00028894417,0.00079741457,0.00021999882,0.00015416503,0.000039725255,0.00044848517,0.00021259396,0.00043236904],"category_scores_gemma":[0.00035025098,0.00023919836,0.00020203277,0.00035459836,0.0001086111,0.00017016908,0.00015417892,0.000090435344,0.00014081114],"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":[0.0006592658,0.00012673019,0.000045561123,0.00055614574,0.000040090064,0.000014638133,0.00013058374,0.00029830026,0.99557716,0.0007528728,0.00015914538,0.001639486],"study_design_scores_gemma":[0.0017369947,0.00038920162,0.0000051067004,0.00032255912,0.00013186141,0.000008125708,0.0000091299835,0.0017371428,0.9934676,0.00044257406,0.0015674476,0.0001821976],"about_ca_topic_score_codex":0.00008725586,"about_ca_topic_score_gemma":0.00002169156,"teacher_disagreement_score":0.002315159,"about_ca_system_score_codex":0.00007996943,"about_ca_system_score_gemma":0.000105759216,"threshold_uncertainty_score":0.97542256},"labels":[],"label_agreement":null}]}