{"meta":{"query_hash":"da9ef788d578","filters":{"venue":"Proceedings of the ... International Congress of Mechanical Engineering"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/da9ef788d578","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings+of+the+...+International+Congress+of+Mechanical+Engineering"},"results":[{"id":"W2274888209","doi":"10.20906/cps/cob-2015-1896","title":"COMPARISON OF ACTIVE THERMOGRAPHY TECHNIQUES FOR THE INSPECTION AND DEFECT CHARACTERISATION OF CARBON FIBER COMPOSITES","year":2015,"lang":"en","type":"article","venue":"Proceedings of the ... International Congress of Mechanical Engineering","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Thermography; Composite material; Materials science; Carbon fiber composite; Composite number; Infrared; Optics","score_opus":0.016609332513234664,"score_gpt":0.25000687662638094,"score_spread":0.23339754411314628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274888209","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":[0.9102565,0.008094653,0.07746574,0.000103556165,0.00013505033,0.000061430175,0.00015135511,0.0002749672,0.0034567197],"genre_scores_gemma":[0.95443094,0.002936459,0.038959906,0.00004534521,0.000033230073,0.00004286959,0.00016112172,0.00006496807,0.0033252917],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995295,0.000084805644,0.00002355224,0.000069075766,0.00025929723,0.00003380685],"domain_scores_gemma":[0.9987024,0.0005753616,0.00012723541,0.00011933401,0.00043297783,0.0000425686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079121365,0.00038257774,0.0002427688,0.0010027861,0.00018520757,0.00050449435,0.00048418102,0.00054145785,0.00077613763],"category_scores_gemma":[0.0009146389,0.00032163947,0.00030726724,0.000423788,0.00033080712,0.0007255013,0.00030376008,0.00046363063,0.00021214329],"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":[0.00022569111,0.000040977025,0.00047753935,0.000115277566,0.0000151293625,0.00002005529,0.00006205932,0.00020013572,0.97996086,0.00011468816,0.00006859089,0.018698914],"study_design_scores_gemma":[0.000011878512,0.00033888515,0.004910794,0.000011149916,0.00003669749,0.00018239029,0.000046303478,0.004905699,0.98819876,0.000058394027,0.0012810645,0.000017932085],"about_ca_topic_score_codex":0.00048425418,"about_ca_topic_score_gemma":0.0014758165,"teacher_disagreement_score":0.0010027861,"about_ca_system_score_codex":0.00020442874,"about_ca_system_score_gemma":0.00019394186,"threshold_uncertainty_score":0.0041843653},"labels":[],"label_agreement":null},{"id":"W2317130972","doi":"10.20906/cps/cob-2015-0127","title":"A quarter-car model comprising geometrical nonlinearities and asymmetric dampers","year":2015,"lang":"en","type":"article","venue":"Proceedings of the ... International Congress of Mechanical Engineering","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Damper; Quarter (Canadian coin); Automotive engineering; Car model; Computer science; Structural engineering; Control theory (sociology); Engineering; Artificial intelligence","score_opus":0.013272865218619987,"score_gpt":0.2078088125510318,"score_spread":0.19453594733241183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317130972","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":[0.5151763,0.0013679658,0.36184362,0.0020603973,0.00047269656,0.00014681462,0.0021458715,0.0015323274,0.115254],"genre_scores_gemma":[0.9718692,0.00021980751,0.0035248713,0.00005330865,0.000020414967,0.000052834406,0.0002603596,0.000039114453,0.02396017],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988544,0.000024445542,0.0000062168506,0.00003112976,0.000023694314,0.000029018065],"domain_scores_gemma":[0.9998319,0.00003972249,0.000022975019,0.000021320762,0.00005141703,0.0000326825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019052047,0.0007180407,0.001041319,0.00039467454,0.0007428083,0.0011837832,0.001799316,0.0028787465,0.009697901],"category_scores_gemma":[0.000299953,0.00064534135,0.0007542712,0.00035141062,0.0008590921,0.00096217723,0.0008979976,0.0010336747,0.0014934372],"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":[0.000082133585,0.000031344258,0.00046178297,0.000043821834,0.000024271836,0.00030945204,0.00008363204,0.9873776,0.0023386718,0.006347037,0.0005544919,0.002345672],"study_design_scores_gemma":[0.000018691751,0.000029384219,0.00018926455,0.00000495715,0.000011029933,0.000028108845,0.0000308778,0.9978415,0.00016134125,0.00090226147,0.0007722413,0.000010435235],"about_ca_topic_score_codex":0.021062369,"about_ca_topic_score_gemma":0.012055034,"teacher_disagreement_score":0.021062369,"about_ca_system_score_codex":0.00052044063,"about_ca_system_score_gemma":0.0008770524,"threshold_uncertainty_score":0.041879535},"labels":[],"label_agreement":null},{"id":"W2329309889","doi":"10.20906/cps/cob-2015-1864","title":"On the nonlinear evolution of Gortler vortices by the presence of pressure gradient","year":2015,"lang":"en","type":"article","venue":"Proceedings of the ... International Congress of Mechanical Engineering","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Nonlinear system; Vortex; Pressure gradient; Control theory (sociology); Mathematics; Computer science; Applied mathematics; Mechanics; Physics; Artificial intelligence; Quantum mechanics","score_opus":0.009254985087103321,"score_gpt":0.20069723737374304,"score_spread":0.19144225228663972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329309889","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":[0.7456938,0.004577122,0.19388215,0.0031671766,0.00091351755,0.00014025667,0.00017290309,0.0003902854,0.051062718],"genre_scores_gemma":[0.9780813,0.0011712954,0.01005209,0.00016457392,0.00026355605,0.000026069516,0.00007260154,0.000121320394,0.010047388],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979657,0.00009861017,0.000006753277,0.000026929512,0.00003672728,0.00003435712],"domain_scores_gemma":[0.99952316,0.00015601424,0.00010203279,0.00003412225,0.000101899284,0.000082833816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041565046,0.0007593727,0.0006361073,0.0009430306,0.0005738206,0.0015213325,0.0006559057,0.0008717921,0.0017869064],"category_scores_gemma":[0.0021469381,0.0002948964,0.00062215433,0.00028585596,0.0023944494,0.0019431167,0.0014888047,0.0010825255,0.00028008304],"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":[0.0006970376,0.00016731294,0.0053179576,0.00056468445,0.00016184375,0.00180182,0.0011983156,0.3114178,0.05610344,0.57680386,0.0071397824,0.038626187],"study_design_scores_gemma":[0.00003952985,0.000095559975,0.0020659259,0.000026643436,0.000019708203,0.00020373726,0.00010428473,0.9497861,0.0020034942,0.043959804,0.0016250713,0.000070034686],"about_ca_topic_score_codex":0.002439999,"about_ca_topic_score_gemma":0.001535809,"teacher_disagreement_score":0.002439999,"about_ca_system_score_codex":0.00055654463,"about_ca_system_score_gemma":0.00036384806,"threshold_uncertainty_score":0.0059778094},"labels":[],"label_agreement":null}]}