{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"afe0cf4877f9","filters":{"venue":"Acta Armamentarii"}},"results":[{"id":"W2380369622","doi":"","title":"Development of an Equivalent Equipment on Underwater Explosion Impulsive Loading","year":2014,"lang":"en","type":"article","venue":"Acta Armamentarii","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Underwater; Shock wave; Piston (optics); Underwater explosion; Conical surface; Impulse (physics); Mechanics; Shock (circulatory); Impact pressure; Acoustics; Structural engineering; Materials science; Engineering; Physics; Mechanical engineering; Wavefront; Optics; Geology; Classical mechanics","authors":[{"name":"Xiang Da-li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01775197175946154,"gpt":0.2494013277367942,"spread":0.2316493559773326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000185636,0.0002372752,0.0002168799,0.0001405245,0.00007164368,0.00002603202,0.0002442017,0.00006143733,0.0002896119],"category_scores_gemma":[0.00001288716,0.0002071818,0.00005039316,0.00007743228,0.00002751094,0.000183256,0.00009937452,0.0001404068,0.00006134038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005348859,"about_ca_system_score_gemma":0.00002378446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001386734,"about_ca_topic_score_gemma":0.00001956284,"domain_scores_codex":[0.9986355,0.0000426708,0.0003722582,0.0002347525,0.0003530481,0.0003617943],"domain_scores_gemma":[0.999397,0.00007317888,0.00005984973,0.0003108681,0.0000207008,0.0001383731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001216067,0.00005668609,0.0001123117,0.00006696823,0.000103395,0.000004064661,0.003333482,0.00343993,0.9293715,0.0001700143,0.000159355,0.06306065],"study_design_scores_gemma":[0.001182564,0.0003073485,0.004251425,0.0001485762,0.00003036181,0.000009054981,0.0005022545,0.02863294,0.9559342,0.0003984002,0.008097148,0.0005057448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964288,0.000009074323,0.001528494,0.00005065297,0.0003796026,0.0001925127,0.000003557924,0.0001433307,0.001263982],"genre_scores_gemma":[0.991207,0.000006116834,0.008444005,0.0001292773,0.00004863683,0.00002382145,0.00003728016,0.00004329501,0.00006058783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0625549,"threshold_uncertainty_score":0.844863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2390390173","doi":"","title":"Research on Position Identification of Missing Teeth of Crankshaft Based on Optimal Threshold Method","year":2010,"lang":"en","type":"article","venue":"Acta Armamentarii","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Crankshaft; Flywheel; Position (finance); Correctness; SIGNAL (programming language); Control theory (sociology); Distribution (mathematics); Mathematics; Computer science; Statistics; Algorithm; Engineering; Automotive engineering; Mathematical analysis; Artificial intelligence; Mechanical engineering","authors":[{"name":"Liang Hai-qiang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03641179010083787,"gpt":0.3448425757888191,"spread":0.3084307856879812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001304567,0.00009770993,0.000181118,0.000295568,0.00007710698,0.00001635588,0.0002148786,0.0002380321,0.00006832377],"category_scores_gemma":[0.00005048566,0.00009634744,0.00005317605,0.0002236118,0.00006746987,0.00007531356,0.00001556492,0.0007007446,0.000009636131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006094553,"about_ca_system_score_gemma":0.00002562206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008124268,"about_ca_topic_score_gemma":0.000009994999,"domain_scores_codex":[0.9989302,0.00008482891,0.0003407226,0.00015436,0.0003003688,0.0001895145],"domain_scores_gemma":[0.999206,0.0002351508,0.00008281176,0.0003724893,0.0000718553,0.00003167865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001502388,0.0001013838,0.0001457729,0.00003611069,0.00003918846,0.000002611632,0.00007405307,0.00912807,0.9801027,0.001534171,0.0005567023,0.008129052],"study_design_scores_gemma":[0.0007229942,0.0001950239,0.0008075633,0.00009524627,0.00002114568,0.000002747126,0.00009788311,0.1126351,0.8845752,0.0003005464,0.0004538721,0.00009260961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894611,0.00001813287,0.005234454,0.0007803346,0.0005616712,0.0003876171,0.00002313054,0.0001070105,0.003426503],"genre_scores_gemma":[0.9984515,0.000001753592,0.001357469,0.00002780057,0.00007709415,0.00002533461,0.00001708234,0.00001749505,0.00002451776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.103507,"threshold_uncertainty_score":0.3928934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2387463187","doi":"","title":"Finite Element Simulation of Dynamic Crack Propagation in Brittle PMMA Plates","year":2014,"lang":"en","type":"article","venue":"Acta Armamentarii","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Subroutine; Brittleness; Cohesive zone model; Materials science; Fracture mechanics; Computer simulation; Finite element method; Mechanics; Fracture (geology); Structural engineering; Composite material; Engineering; Computer science; Physics","authors":[{"name":"Zhang Zhen-y","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007042265289471185,"gpt":0.238201137605692,"spread":0.2311588723162208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009352982,0.00009488666,0.0001106432,0.0001530231,0.00003169012,0.00001961107,0.00006544132,0.00003898293,0.0001602139],"category_scores_gemma":[0.00003074683,0.0001049809,0.00003275981,0.0001443945,0.00001336409,0.0002596461,0.00001746447,0.0000998356,0.0000210227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001582067,"about_ca_system_score_gemma":0.000006868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009248099,"about_ca_topic_score_gemma":0.0003041925,"domain_scores_codex":[0.9993287,0.00001845178,0.0003125411,0.0001059647,0.0001032657,0.0001311243],"domain_scores_gemma":[0.9995974,0.0001510923,0.00004612191,0.0001472845,0.00003305125,0.00002500845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006727417,0.00004617897,0.002241005,0.000023476,0.00001558844,1.685264e-7,0.0002004294,0.9842492,0.009579946,0.0001080745,0.00005681041,0.003472436],"study_design_scores_gemma":[0.0003553815,0.00004130602,0.01032364,0.00003464169,0.000009129844,3.616505e-7,0.00004049843,0.9856443,0.000963666,0.0002076995,0.002278173,0.0001012287],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307218,0.00001803007,0.06749906,0.00006981032,0.0002184514,0.000214538,0.00001587207,0.00006731626,0.001175186],"genre_scores_gemma":[0.9988797,0.00002045586,0.0008395163,0.00002348187,0.00001728287,0.00001474237,0.0001283963,0.00001843373,0.00005794749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06815801,"threshold_uncertainty_score":0.4280995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}