{"meta":{"query_hash":"f34e3aa51732","filters":{"venue":"The International Conference on Applied Mechanics and Mechanical Engineering"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/f34e3aa51732","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+International+Conference+on+Applied+Mechanics+and+Mechanical+Engineering"},"results":[{"id":"W2954850595","doi":"10.21608/amme.2014.35536","title":"AEROACOUSTIC RESPONSE OF ISOLATED CYLINDER(S) IN CROSS-FLOW AT DIFFERENT LOCATIONS INSIDE A RECTANGULAR DUCT","year":2014,"lang":"en","type":"article","venue":"The International Conference on Applied Mechanics and Mechanical Engineering","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"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 Guelph; Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Duct (anatomy); Cylinder; Acoustics; Flow (mathematics); Geology; Mechanics; Marine engineering; Physics; Engineering; Anatomy; Geometry; Mathematics; Medicine","score_opus":0.012635961644354194,"score_gpt":0.22815934845315983,"score_spread":0.21552338680880564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954850595","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":[0.9961927,0.00018595748,0.0027473473,0.000026385449,0.000035069705,0.000008326338,0.000023103343,0.00005721203,0.00072397833],"genre_scores_gemma":[0.9977483,0.00010262059,0.0013064686,0.000028924967,0.00001336618,0.000009864432,0.000035668887,0.0000123016125,0.00074249087],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994622,0.000069001326,0.000026679263,0.0001405848,0.00019274579,0.00010877817],"domain_scores_gemma":[0.99861157,0.000614663,0.00016564263,0.00008756884,0.00035305397,0.0001674699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044843188,0.00045316693,0.0005747988,0.0003240575,0.0003178259,0.00031830985,0.00038733985,0.00066882186,0.0018912399],"category_scores_gemma":[0.0011609127,0.00027515527,0.00032400433,0.00021314468,0.0006306448,0.00042317458,0.0006644182,0.00042304854,0.00029200522],"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":[0.00047465417,0.000054770397,0.0013459364,0.000074227406,0.000012640031,0.00041800074,0.00020801339,0.0014681612,0.9919465,0.000063944535,0.000046038458,0.0038870617],"study_design_scores_gemma":[0.00004846066,0.0032975054,0.03422783,0.000036053694,0.000054441018,0.0009290641,0.0008440812,0.022421373,0.93635243,0.00016304068,0.0015639304,0.00006179421],"about_ca_topic_score_codex":0.0004242334,"about_ca_topic_score_gemma":0.0004896246,"teacher_disagreement_score":0.0018912399,"about_ca_system_score_codex":0.00015905015,"about_ca_system_score_gemma":0.00016545782,"threshold_uncertainty_score":0.0063267946},"labels":[],"label_agreement":null},{"id":"W2956963138","doi":"10.21608/amme.2010.37513","title":"Solid-state diffusion enhancement of liquid phase joints between austenitic stainless steel alloy and magnesium alloy","year":2010,"lang":"en","type":"article","venue":"The International Conference on Applied Mechanics and Mechanical Engineering","topic":"Aluminum Alloy Microstructure Properties","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":"University of Calgary; Canadian Armed Forces","funders":"","keywords":"Materials science; Alloy; Metallurgy; Austenite; Diffusion; Magnesium alloy; Magnesium; Phase (matter); 5052 aluminium alloy; Microstructure; Thermodynamics; Chemistry","score_opus":0.016870019990707776,"score_gpt":0.2500655848668478,"score_spread":0.23319556487614004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956963138","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":[0.9973807,0.00038843186,0.0015426539,0.000010955726,0.000006998477,0.000006051054,0.000014073658,0.000033115593,0.0006169209],"genre_scores_gemma":[0.99822456,0.00008074544,0.0008912873,0.0000028887662,0.0000019990978,0.0000026362184,0.000019080428,0.0000054729253,0.0007713551],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999002,0.000013357185,0.0000049292375,0.00001635232,0.000043280044,0.000021848417],"domain_scores_gemma":[0.9999287,0.000007554233,0.000029282979,0.000005552629,0.000018743483,0.000010171654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011728011,0.00024360327,0.00019069221,0.00019226874,0.00011074068,0.00017521266,0.00023161308,0.00016132368,0.0009547472],"category_scores_gemma":[0.00015519532,0.00019013701,0.00019914306,0.000120221055,0.00016224309,0.000227829,0.00020140262,0.00017064987,0.00022093621],"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":[0.00003265246,0.000005611791,0.000109418426,0.000018836763,0.0000019111721,0.000016394248,0.000014940933,0.00008305203,0.99905306,0.000047846886,0.000008873477,0.00060738384],"study_design_scores_gemma":[0.000004206555,0.00021738096,0.0012757136,0.0000014831234,0.0000068931167,0.000038035203,0.000013571573,0.0010552657,0.99691087,0.000013235599,0.0004604967,0.0000028845654],"about_ca_topic_score_codex":0.0006493463,"about_ca_topic_score_gemma":0.0017934588,"teacher_disagreement_score":0.0009547472,"about_ca_system_score_codex":0.00023950617,"about_ca_system_score_gemma":0.00014698147,"threshold_uncertainty_score":0.0031939745},"labels":[],"label_agreement":null},{"id":"W2958584151","doi":"10.21608/amme.2010.37566","title":"Film cooling performance of shaped hole over vane with flow visualization","year":2010,"lang":"en","type":"article","venue":"The International Conference on Applied Mechanics and Mechanical Engineering","topic":"Turbomachinery Performance and Optimization","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":"Concordia University","funders":"","keywords":"Flow visualization; Visualization; Materials science; Flow (mathematics); Mechanics; Mechanical engineering; Physics; Engineering","score_opus":0.008553633761266628,"score_gpt":0.20849854156875156,"score_spread":0.19994490780748492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958584151","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":[0.9970477,0.00014332995,0.0021381148,0.000016399694,0.000016712751,0.000015657864,0.00004324,0.00005861742,0.0005200742],"genre_scores_gemma":[0.9962525,0.000067728775,0.0027178836,0.000008291053,0.0000030772212,0.000010790032,0.000050087256,0.000021152891,0.00086847733],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997608,0.000027550424,0.000007863665,0.000050544844,0.000076140655,0.00007705184],"domain_scores_gemma":[0.99963,0.00009350225,0.000051896426,0.000043893804,0.00013236339,0.000048369184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034825862,0.00042465827,0.0004227627,0.00026270127,0.0002188182,0.00033389765,0.00058085466,0.0004330889,0.0015621843],"category_scores_gemma":[0.00094996486,0.0002635668,0.00018099512,0.00020493341,0.00039351988,0.00039239286,0.00030108445,0.00022883569,0.00014075404],"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":[0.0002233047,0.00002817434,0.00070988084,0.00004897617,0.0000050752637,0.000088090295,0.00006306087,0.0018482313,0.9942882,0.00011791551,0.00007848456,0.0025005552],"study_design_scores_gemma":[0.000039668044,0.0010768548,0.005582441,0.000015616579,0.000013931447,0.00013220815,0.00006276052,0.02099126,0.97053224,0.000041813462,0.0014817071,0.000029506604],"about_ca_topic_score_codex":0.0018267027,"about_ca_topic_score_gemma":0.0019198988,"teacher_disagreement_score":0.0018267027,"about_ca_system_score_codex":0.00026187804,"about_ca_system_score_gemma":0.00024646585,"threshold_uncertainty_score":0.005226016},"labels":[],"label_agreement":null},{"id":"W2960243975","doi":"10.21608/amme.2014.35471","title":"CONTROL STRATEGY DEVELOPMENT FOR INDEPENDENT WHEEL TORQUE DISTRIBUTION FOR MULTI-WHEELED COMBAT VEHICLE","year":2014,"lang":"en","type":"article","venue":"The International Conference on Applied Mechanics and Mechanical Engineering","topic":"Vehicle Dynamics and Control Systems","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":"Ontario Tech University","funders":"","keywords":"Torque; Control (management); Automotive engineering; Distribution (mathematics); Computer science; Engineering; Control theory (sociology); Artificial intelligence; Mathematics; Physics","score_opus":0.02144026409541864,"score_gpt":0.22681542561828583,"score_spread":0.2053751615228672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960243975","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019129042,0.00037577405,0.9728554,0.00007157947,0.000070622926,0.00014878277,0.000028743121,0.0005880119,0.006731991],"genre_scores_gemma":[0.924507,0.00038759725,0.06893477,0.00005588444,0.000039773542,0.00026391886,0.00009509255,0.000045611985,0.0056702006],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979657,0.000024179848,0.000013146306,0.00004134659,0.00009117785,0.000033620956],"domain_scores_gemma":[0.9998099,0.000027356067,0.000030069988,0.000015134133,0.00010588897,0.00001176415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045167777,0.00060952856,0.00038659578,0.00033061323,0.0003016266,0.0006036956,0.00081961654,0.00037304556,0.002142613],"category_scores_gemma":[0.00044106896,0.00023378382,0.000329099,0.00014963593,0.00021161966,0.0003128138,0.0005147083,0.00045657743,0.00041474306],"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":[0.00018699445,0.00017571764,0.0009873962,0.0004680469,0.00007121531,0.00031047422,0.0003321782,0.6511856,0.08449513,0.012288659,0.0028249368,0.24667364],"study_design_scores_gemma":[0.00003601606,0.00023567089,0.00040456446,0.000014613231,0.000015813801,0.000037788806,0.00002461346,0.98861825,0.007350669,0.00048192588,0.002771264,0.000008711799],"about_ca_topic_score_codex":0.0063626333,"about_ca_topic_score_gemma":0.004578793,"teacher_disagreement_score":0.0063626333,"about_ca_system_score_codex":0.00037692217,"about_ca_system_score_gemma":0.0007667709,"threshold_uncertainty_score":0.012651205},"labels":[],"label_agreement":null},{"id":"W2962148076","doi":"10.21608/amme.2014.35490","title":"ANALYTICAL INVESTIGATIONS OF THE GRAVITY EFFECT ON THE DYNAMICS AND PERFORMANCE OF CENTRIFUGAL PENDULUM VIBRATION ABSORBER","year":2014,"lang":"en","type":"article","venue":"The International Conference on Applied Mechanics and Mechanical Engineering","topic":"Magnetic Bearings and Levitation Dynamics","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":"Concordia University","funders":"","keywords":"Pendulum; Reciprocating motion; Vibration; Simple harmonic motion; Rotor (electric); Dynamic Vibration Absorber; Mechanics; Control theory (sociology); Vertical plane; Torque; Nonlinear system; Torsional vibration; Centrifugal force; Physics; Engineering; Structural engineering; Mechanical engineering; Classical mechanics; Acoustics; Computer science","score_opus":0.00985045579895282,"score_gpt":0.1955955884846772,"score_spread":0.18574513268572437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962148076","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":[0.94853795,0.0007707194,0.04253951,0.00008541478,0.000017127439,0.000018389575,0.00002148795,0.00017526893,0.007834186],"genre_scores_gemma":[0.9986582,0.00009829859,0.0007523948,0.0000020036525,0.0000024883643,0.0000024105361,0.000004509896,0.00000429859,0.00047540278],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990916,0.00001826556,0.0000025396841,0.000009625532,0.000040131403,0.000020206644],"domain_scores_gemma":[0.9998473,0.00007662717,0.000029570703,0.000013780248,0.000027025351,0.000005619264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015678116,0.00026049672,0.0002834423,0.00022240766,0.00020217262,0.00020702918,0.00024701963,0.0002629827,0.0009750438],"category_scores_gemma":[0.00054175104,0.00010916286,0.00023638856,0.00013871494,0.00038004882,0.00021302055,0.00020746353,0.00015165065,0.00016900724],"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":[0.00033862697,0.00011568176,0.0035320402,0.00043828087,0.000045485704,0.0008228839,0.00073915866,0.5249302,0.41033918,0.010068191,0.000704191,0.047926154],"study_design_scores_gemma":[0.0000075664702,0.00016399886,0.0028805009,0.000010353033,0.00001068576,0.00007611796,0.000060948107,0.9778813,0.01787761,0.00035634745,0.0006646073,0.000009949457],"about_ca_topic_score_codex":0.0011607911,"about_ca_topic_score_gemma":0.0008456398,"teacher_disagreement_score":0.0011607911,"about_ca_system_score_codex":0.00019432095,"about_ca_system_score_gemma":0.00014695051,"threshold_uncertainty_score":0.0032618642},"labels":[],"label_agreement":null},{"id":"W2969810567","doi":"10.21608/amme.2006.42830","title":"CONDITION MONITORING AND CONTROL OF ROLLING MILLS USING ELECTRO-HYDRAULIC SYSTEM","year":2006,"lang":"en","type":"article","venue":"The International Conference on Applied Mechanics and Mechanical Engineering","topic":"Advanced Algorithms and Applications","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":"Concordia University","funders":"","keywords":"Monitoring and control; Control system; Rolling mill; Control engineering; Engineering; Control (management); Hydraulic machinery; Automotive engineering; Environmental science; Mechanical engineering; Computer science; Electrical engineering; Artificial intelligence","score_opus":0.01125313848596751,"score_gpt":0.2228352094399718,"score_spread":0.21158207095400428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969810567","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":[0.5337011,0.00074825017,0.45664155,0.00021774751,0.00012217306,0.00018524943,0.000137278,0.0031327247,0.005113857],"genre_scores_gemma":[0.9907018,0.00007983227,0.008495639,0.000011703363,0.000013135051,0.00002039548,0.000016899226,0.0000063280186,0.00065424794],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995734,0.00007655943,0.000024850659,0.0001028807,0.00020120715,0.000020956268],"domain_scores_gemma":[0.9997008,0.00012161094,0.00006043435,0.000028507064,0.00007318445,0.00001558808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028614307,0.00028958655,0.00037747648,0.00026351906,0.00025199444,0.00047623937,0.00051027496,0.00036722582,0.0011265288],"category_scores_gemma":[0.0005748892,0.00017857022,0.000089692854,0.00015426979,0.00026970406,0.0005517737,0.00026605188,0.00020647935,0.00018044801],"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":[0.0017318323,0.0003370471,0.0073167984,0.00053534,0.000054699434,0.00049601076,0.0004912821,0.054676738,0.5872346,0.001457412,0.001998143,0.34367016],"study_design_scores_gemma":[0.00033043724,0.001392888,0.029393833,0.000041690888,0.00009834923,0.0006993562,0.00015858666,0.74146205,0.21919021,0.0010638331,0.006067794,0.00010095514],"about_ca_topic_score_codex":0.0004505045,"about_ca_topic_score_gemma":0.0005246208,"teacher_disagreement_score":0.0011265288,"about_ca_system_score_codex":0.00014397952,"about_ca_system_score_gemma":0.00014983954,"threshold_uncertainty_score":0.0037686229},"labels":[],"label_agreement":null}]}