{"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":"53d0a53160d2","filters":{"venue":"Recent Patents on Mechanical Engineering"}},"results":[{"id":"W4235441441","doi":"10.2174/2212797610902010019","title":"Recent Patents in Fluid Dispensing Processes for Electronics Packaging","year":2009,"lang":"en","type":"article","venue":"Recent Patents on Mechanical Engineering","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electronics; Microelectromechanical systems; Electronic packaging; Process (computing); Viscosity; Process engineering; Materials science; Computer science; Manufacturing engineering; Mechanical engineering; Nanotechnology; Engineering; Electrical engineering; Composite material","authors":[{"name":"Minggan Li","is_ca":false},{"name":"Daniel Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01894013449739556,"gpt":0.2440357389631165,"spread":0.2250956044657209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001297501,0.001043384,0.0007939038,0.001478075,0.0006559292,0.001247158,0.001338784,0.001615091,0.05973745],"category_scores_gemma":[0.002491507,0.0002901138,0.0006339581,0.002855677,0.0005650368,0.002565114,0.0007331602,0.001562376,0.02121683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009028031,"about_ca_system_score_gemma":0.001370757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000632052,"about_ca_topic_score_gemma":0.001005438,"domain_scores_codex":[0.9988334,0.00007914121,0.00008110618,0.000144608,0.0007540972,0.0001077831],"domain_scores_gemma":[0.9983324,0.0004510586,0.0002543546,0.0001681781,0.0005631722,0.0002309132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001482399,0.000167492,0.0002992664,0.002007375,0.00003132194,0.001085002,0.0002085949,0.0005451624,0.0410914,0.03003806,0.105322,0.8190561],"study_design_scores_gemma":[0.00001744926,0.0001553667,0.0005254718,0.0001553892,0.00002539235,0.001346799,0.00002522008,0.0003528788,0.01391455,0.003220349,0.9802428,0.00001827985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01969728,0.3359925,0.05038398,0.0208539,0.02498145,0.0006142773,0.002077907,0.001061938,0.5443367],"genre_scores_gemma":[0.09031454,0.2749381,0.02830856,0.006001158,0.01218796,0.0005417889,0.003609478,0.0003155298,0.5837829],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05973745,"threshold_uncertainty_score":0.1998417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4255155694","doi":"10.2174/2212797611205020079","title":"Developments and Recent Patents on Thermoacoustic Devices","year":2012,"lang":"en","type":"article","venue":"Recent Patents on Mechanical Engineering","topic":"Advanced Thermodynamic Systems and Engines","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":"Ontario Tech University","funders":"","keywords":"Thermoacoustic heat engine; Thermoacoustics; Refrigeration; Cryocooler; Acoustics; Stirling engine; Mechanical engineering; Refrigerator car; Standing wave; Computer science; Engineering; Physics","authors":[{"name":"Nadim Arafa","is_ca":false},{"name":"Atef Mohany","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02097436355915393,"gpt":0.2155808228252891,"spread":0.1946064592661352,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001254212,0.0007041714,0.0005626517,0.002429355,0.0005532583,0.002155011,0.001124844,0.001546539,0.03496793],"category_scores_gemma":[0.001717694,0.000311374,0.0005898696,0.002890319,0.0005972121,0.003377614,0.0007357018,0.001484884,0.009815998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207793,"about_ca_system_score_gemma":0.001152485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006145065,"about_ca_topic_score_gemma":0.0007725691,"domain_scores_codex":[0.9991021,0.00007162493,0.00007575121,0.0001382108,0.0005097954,0.0001025789],"domain_scores_gemma":[0.9991326,0.0003133261,0.0001158225,0.00007527195,0.0002425095,0.0001205878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001447598,0.0002288224,0.0003642375,0.003079013,0.00004165199,0.001035877,0.0002497626,0.000865996,0.03606401,0.09976844,0.05622698,0.8019305],"study_design_scores_gemma":[0.0000107564,0.0001248657,0.0004009586,0.0003548442,0.00002742566,0.001149596,0.00005489614,0.0003976579,0.00922309,0.006126274,0.9821095,0.00002014853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01608536,0.5854217,0.01089243,0.009201587,0.003915083,0.0001260499,0.0005983876,0.0002720025,0.3734872],"genre_scores_gemma":[0.08940744,0.6991822,0.01053141,0.003653949,0.005055108,0.0002008731,0.001220168,0.0001116863,0.1906372],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03496793,"threshold_uncertainty_score":0.1169794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804910880","doi":"10.2174/2212797611666180524101459","title":"Choice of Shaping Linkage-Methods on Pascal Limacon Gears","year":2018,"lang":"en","type":"article","venue":"Recent Patents on Mechanical Engineering","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Pascal (unit); Linkage (software); Machine tool; Machining; Arc (geometry); Computer science; Engineering; Engineering drawing; Mechanical engineering; Programming language","authors":[{"name":"Yazhou Wang","is_ca":false},{"name":"Yongping Liu","is_ca":false},{"name":"Junfeng Xiao","is_ca":true},{"name":"Hua Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05152522093824522,"gpt":0.3061739932152345,"spread":0.2546487722769893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013517,0.0005594821,0.0002801634,0.00108084,0.0005014323,0.0004641121,0.0006972446,0.000370474,0.003561561],"category_scores_gemma":[0.001706735,0.0002162486,0.0004775078,0.0007276197,0.0005421113,0.0008475892,0.0007809005,0.0004409508,0.0007266298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003294506,"about_ca_system_score_gemma":0.0003746129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002768423,"about_ca_topic_score_gemma":0.0003056224,"domain_scores_codex":[0.9989219,0.0002097916,0.00006674158,0.0001752363,0.0005618267,0.00006462452],"domain_scores_gemma":[0.9991824,0.0003710777,0.0001062328,0.0001169643,0.0001892315,0.00003401907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003758466,0.0001362293,0.003545233,0.0008719212,0.00004108182,0.0002928426,0.0006423147,0.04676368,0.1038677,0.06555654,0.002107881,0.7757989],"study_design_scores_gemma":[0.0001522339,0.001613467,0.006890337,0.0002878126,0.0001462748,0.003012951,0.000553209,0.5161122,0.3051196,0.0536829,0.1122119,0.0002171169],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1180436,0.002117329,0.8516327,0.0001146904,0.0001147112,0.0001801789,0.00005153853,0.0006286791,0.02711659],"genre_scores_gemma":[0.5083407,0.001335891,0.4824509,0.00006400431,0.00004909168,0.0002074013,0.0001072968,0.0001761417,0.007268526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003561561,"threshold_uncertainty_score":0.01191461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}