{"meta":{"query_hash":"1ff0031e7afc","filters":{"venue":"Mechanics of Structures and Machines"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/1ff0031e7afc","api":"https://metacan.xera.ac/api/v1/cohort?venue=Mechanics+of+Structures+and+Machines"},"results":[{"id":"W1975912114","doi":"10.1081/sme-100000002","title":"POLYNOMIAL SHAPE FUNCTIONS AND NUMERICAL METHODS FOR FLEXIBLE MULTIBODY DYNAMICS*","year":2001,"lang":"en","type":"article","venue":"Mechanics of Structures and Machines","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":13,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Legendre polynomials; Chebyshev polynomials; Discretization; Multibody system; Mathematics; Polynomial; Nonlinear system; Applied mathematics; Solver; Mathematical analysis; Mathematical optimization; Classical mechanics; Physics","score_opus":0.00834941138378273,"score_gpt":0.27029139665894514,"score_spread":0.2619419852751624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975912114","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05523689,0.0016100053,0.94145155,0.00014338661,0.0007889199,0.00029650488,0.00010091609,0.00012606071,0.0002457727],"genre_scores_gemma":[0.9792328,0.00014480452,0.020273821,0.000029093779,0.00012843721,0.000022549339,0.000022448789,0.00003249915,0.00011357316],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929726,0.000019059946,0.00024107442,0.0001824919,0.00006607752,0.00019403458],"domain_scores_gemma":[0.9996032,0.00009749075,0.000046528403,0.0001223371,0.000034888835,0.00009556613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015774413,0.00017115995,0.00031483866,0.00006328743,0.000081960396,0.00003556964,0.000090782,0.00011074074,0.000018459354],"category_scores_gemma":[0.000032419008,0.00014209222,0.00007293528,0.00007178561,0.000012084646,0.00005654277,0.000045186283,0.00009751449,2.0918064e-7],"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":[0.00015775832,0.000022538215,0.00015466963,0.00021609929,0.00019894839,0.0000013552097,0.000060462487,0.0036385548,0.048441175,0.107874155,0.0002432073,0.83899105],"study_design_scores_gemma":[0.0006150806,0.00010441071,0.00021356872,0.000008974845,0.000047181144,0.000025985893,0.000043879052,0.978643,0.00015271727,0.016716722,0.0032711534,0.0001573462],"about_ca_topic_score_codex":0.00009063591,"about_ca_topic_score_gemma":0.000040896648,"teacher_disagreement_score":0.97500443,"about_ca_system_score_codex":0.000018847893,"about_ca_system_score_gemma":0.000006467251,"threshold_uncertainty_score":0.5794353},"labels":[],"label_agreement":null},{"id":"W2049289371","doi":"10.1081/sme-120001480","title":"SYMBOLIC PROGRAMMING OF A GRAPH-THEORETIC APPROACH TO FLEXIBLE MULTIBODY DYNAMICS<sup>*</sup>","year":2002,"lang":"en","type":"article","venue":"Mechanics of Structures and Machines","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":28,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Multibody system; Computer science; Graph theory; Graph; Dynamics (music); Mathematics; Algebra over a field; Programming language; Theoretical computer science; Combinatorics; Pure mathematics; Physics; Classical mechanics","score_opus":0.005735054545451486,"score_gpt":0.19736603471850211,"score_spread":0.19163098017305064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049289371","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":[0.7176068,0.0029857166,0.27454376,0.00008579445,0.00038827126,0.0012049768,0.00016817238,0.00031664284,0.0026998897],"genre_scores_gemma":[0.99299,0.0001116568,0.0067121894,0.000020001653,0.000047797632,0.00002718314,0.000012457171,0.000045340625,0.000033372984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987808,0.000024030262,0.0004212863,0.00024657356,0.00022773576,0.0002995701],"domain_scores_gemma":[0.99940944,0.00003244258,0.000080380385,0.0002812497,0.000057018053,0.00013948244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015570657,0.00025939106,0.00050386024,0.00017152575,0.000049518498,0.00003336583,0.00026339974,0.00013182545,0.000017941358],"category_scores_gemma":[0.000026578997,0.00021426352,0.00012540638,0.00024205474,0.000024299243,0.00005300685,0.000075570206,0.00014649618,8.1941795e-7],"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":[0.000023871375,0.00006576841,0.00009865606,0.00077101594,0.00015237546,0.0000013925033,0.00069389667,0.06177108,0.0038602056,0.85122144,0.000019937788,0.08132033],"study_design_scores_gemma":[0.00043455753,0.00011634895,0.00006559688,0.00003777839,0.000046966692,0.000014496719,0.00016874401,0.9570698,0.00024395336,0.041472357,0.00011324102,0.00021611665],"about_ca_topic_score_codex":0.000103745246,"about_ca_topic_score_gemma":0.000015813564,"teacher_disagreement_score":0.8952988,"about_ca_system_score_codex":0.000021146168,"about_ca_system_score_gemma":0.0000035280977,"threshold_uncertainty_score":0.87374127},"labels":[],"label_agreement":null}]}