{"meta":{"query_hash":"241636d71f23","filters":{"venue":"Journal of Advanced Research in Applied Mechanics"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/241636d71f23","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Advanced+Research+in+Applied+Mechanics"},"results":[{"id":"W4319603149","doi":"10.37934/aram.101.1.118","title":"Numerical Simulation of Surface Pressure of a Wedge at Supersonic Mach Numbers and Application of Design of Experiments","year":2023,"lang":"en","type":"article","venue":"Journal of Advanced Research in Applied Mechanics","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Mach number; Wedge (geometry); Supersonic speed; Mach wave; Mechanics; Mach reflection; Angle of attack; Physics; Aerodynamics; Mathematics; Geometry","score_opus":0.03329596223133329,"score_gpt":0.3360520709959484,"score_spread":0.3027561087646151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319603149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8029754,0.00036907967,0.18029428,0.00020190454,0.00011333101,0.0002811571,0.0003681776,0.00037561852,0.015021088],"genre_scores_gemma":[0.9714452,0.0001503089,0.026720092,0.000019598114,0.0000064424594,0.00020170142,0.00007996095,0.00002009782,0.0013566929],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996971,0.000070948096,0.000020965459,0.00004797641,0.00010884078,0.00005428037],"domain_scores_gemma":[0.9990392,0.0005453842,0.0001322134,0.00007720034,0.0001564104,0.000049667386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006951447,0.0004000011,0.0005209014,0.00035573574,0.00037623922,0.00063590595,0.0006256477,0.00086777884,0.0017995224],"category_scores_gemma":[0.0012811328,0.00021645818,0.00042937134,0.00032110696,0.00049478386,0.0003429451,0.0004929136,0.00049662235,0.000149307],"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":[0.00025484746,0.000206039,0.0030434884,0.00019809419,0.000017508772,0.0002480363,0.00014326519,0.9582427,0.024862157,0.0030537646,0.00024449706,0.009485697],"study_design_scores_gemma":[0.000021077003,0.00021279407,0.00066282245,0.000009115178,0.0000058254354,0.000018962728,0.000038612678,0.99211603,0.0061836755,0.00035330627,0.0003690016,0.0000087124245],"about_ca_topic_score_codex":0.0014673147,"about_ca_topic_score_gemma":0.0006293029,"teacher_disagreement_score":0.0017995224,"about_ca_system_score_codex":0.00028729966,"about_ca_system_score_gemma":0.0005356776,"threshold_uncertainty_score":0.0060200095},"labels":[],"label_agreement":null},{"id":"W4404923933","doi":"10.37934/aram.128.1.138151","title":"Comparative Analysis of Aluminium 6061-T6 With Different Stock Leaves Setting on Holes True Position: A Case Study","year":2024,"lang":"en","type":"article","venue":"Journal of Advanced Research in Applied Mechanics","topic":"Metallurgy and Material Forming","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":"University of Ottawa","funders":"Universiti Tun Hussein Onn Malaysia","keywords":"Aluminium; Stock (firearms); Position (finance); Metallurgy; Materials science; Business; Finance","score_opus":0.053735686363535366,"score_gpt":0.36724403513509574,"score_spread":0.31350834877156036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404923933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943423,0.00024279823,0.0024583475,0.000028732853,0.000014433711,0.000035493096,0.000090946414,0.00005244814,0.002734364],"genre_scores_gemma":[0.99612457,0.00012006069,0.002407616,0.000007070794,0.0000031171323,0.000007798559,0.00006554535,0.0000142309,0.0012500521],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989919,0.00011664903,0.000050348906,0.00014759776,0.00056430197,0.00012925226],"domain_scores_gemma":[0.9985245,0.00063027686,0.0001780405,0.00018267642,0.0004049778,0.00007954281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008199961,0.00038032388,0.0004624314,0.00095128134,0.0004961582,0.0008598067,0.00076282624,0.0011647335,0.0028904784],"category_scores_gemma":[0.0018571845,0.00024670706,0.00069403654,0.0007191248,0.0005223174,0.0006569261,0.00038688685,0.00022949337,0.0004880113],"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":[0.0057395855,0.0019382384,0.10815039,0.002515861,0.00028614711,0.032104354,0.0035829348,0.14058204,0.47421435,0.0052705,0.0042222887,0.22139333],"study_design_scores_gemma":[0.0003092965,0.02004825,0.27491465,0.00017597513,0.00085898,0.016663264,0.009586849,0.24910077,0.39946383,0.0026592736,0.02586147,0.00035740304],"about_ca_topic_score_codex":0.0020169606,"about_ca_topic_score_gemma":0.004194298,"teacher_disagreement_score":0.0028904784,"about_ca_system_score_codex":0.00039962106,"about_ca_system_score_gemma":0.00021769838,"threshold_uncertainty_score":0.009669602},"labels":[],"label_agreement":null},{"id":"W4404924110","doi":"10.37934/aram.128.1.129137","title":"A Case Study: Investigation of Untreated and Treated 304 Stainless Steel on Corrosion Behaviour","year":2024,"lang":"en","type":"article","venue":"Journal of Advanced Research in Applied Mechanics","topic":"Non-Destructive Testing Techniques","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":"University of Ottawa","funders":"Universiti Tun Hussein Onn Malaysia","keywords":"Metallurgy; Corrosion; Materials science","score_opus":0.06007753506223961,"score_gpt":0.35044781563063704,"score_spread":0.2903702805683974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404924110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99623424,0.00039000754,0.001628613,0.000079968464,0.000026895741,0.00004491398,0.000113974405,0.000022771805,0.0014587152],"genre_scores_gemma":[0.99280244,0.000361542,0.003323236,0.000030308107,0.00000977916,0.000014888235,0.0001008908,0.000016214502,0.0033405775],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991709,0.00007664649,0.000037434544,0.00015597518,0.00046583932,0.000093322684],"domain_scores_gemma":[0.9995926,0.00008313905,0.00006589749,0.000055229168,0.00016595611,0.00003716783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043839228,0.00036795996,0.0006619504,0.0005635835,0.0006751881,0.0005547823,0.00067744375,0.0023901593,0.0012804606],"category_scores_gemma":[0.0006505117,0.0002704745,0.00060275925,0.0005362626,0.00045567195,0.00030217203,0.0002994907,0.00037415035,0.00047619917],"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":[0.0011232058,0.00094160414,0.026938962,0.0011162562,0.00010572317,0.06077614,0.003500049,0.0048145987,0.864713,0.00075619476,0.0014114717,0.033802792],"study_design_scores_gemma":[0.00008676869,0.011357933,0.11692698,0.00011631871,0.00032655784,0.063092925,0.0067634755,0.017052973,0.7635312,0.00046140756,0.020076033,0.00020747523],"about_ca_topic_score_codex":0.0033224672,"about_ca_topic_score_gemma":0.00906374,"teacher_disagreement_score":0.0033224672,"about_ca_system_score_codex":0.00046118736,"about_ca_system_score_gemma":0.00025056035,"threshold_uncertainty_score":0.006606281},"labels":[],"label_agreement":null},{"id":"W4404924156","doi":"10.37934/aram.128.1.152161","title":"A Case Study on Ionic Compounds on the Aluminium 6061 Surface during Etching and Passivating Processes","year":2024,"lang":"en","type":"article","venue":"Journal of Advanced Research in Applied Mechanics","topic":"Aluminum Alloy Microstructure Properties","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":"University of Ottawa","funders":"Universiti Tun Hussein Onn Malaysia","keywords":"Aluminium; Ionic bonding; Etching (microfabrication); Passivation; Materials science; Chemical engineering; Metallurgy; Chemistry; Nanotechnology; Ion; Layer (electronics); Engineering; Organic chemistry","score_opus":0.05159626056040248,"score_gpt":0.3193955619523082,"score_spread":0.2677993013919058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404924156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97272193,0.002202645,0.009207796,0.0004884978,0.00011173239,0.00018929764,0.00019666542,0.00018643486,0.014694967],"genre_scores_gemma":[0.9707008,0.0014080702,0.011919009,0.00011606127,0.000031198495,0.00004526696,0.00011437223,0.00004529529,0.015619843],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99863523,0.00017035699,0.00005290687,0.00016012444,0.0008156612,0.00016569963],"domain_scores_gemma":[0.99956256,0.000117986776,0.0000622689,0.000070479065,0.00015030587,0.000036327776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007015875,0.0004354759,0.0005815338,0.0006328153,0.0013615289,0.0012843289,0.0010840963,0.0029564756,0.0028758736],"category_scores_gemma":[0.00071621186,0.00026093444,0.0007942088,0.00052372576,0.00067416,0.0007731627,0.00077856844,0.0005438534,0.0010323485],"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":[0.0007958124,0.000501258,0.013586056,0.0015378819,0.00007373969,0.042860687,0.00333464,0.007811923,0.8620659,0.0033613835,0.0028358917,0.06123482],"study_design_scores_gemma":[0.000056209163,0.0027559558,0.012127444,0.00010890186,0.00013918804,0.019660989,0.003910758,0.01009891,0.902145,0.001086998,0.047830317,0.000079342804],"about_ca_topic_score_codex":0.0017882005,"about_ca_topic_score_gemma":0.0046631307,"teacher_disagreement_score":0.0029564756,"about_ca_system_score_codex":0.00060260016,"about_ca_system_score_gemma":0.0004486371,"threshold_uncertainty_score":0.009620726},"labels":[],"label_agreement":null}]}