{"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":"c07159d16af9","filters":{"venue":"Journal of South China University of Technology"}},"results":[{"id":"W2387917622","doi":"","title":"Communications of Distributed Control System for HEV Based on CAN Bus","year":2004,"lang":"en","type":"article","venue":"Journal of South China University of Technology","topic":"Industrial Technology and Control Systems","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":"L'Alliance Boviteq","funders":"","keywords":"Interfacing; Key (lock); CAN bus; Computer science; Drivetrain; Supervisor; Controller (irrigation); Embedded system; System bus; Control engineering; Communications system; Engineering; Computer network; Computer hardware; Torque; Operating system","authors":[{"name":"EV Key","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006653721525897248,"gpt":0.1711377744535343,"spread":0.1644840529276371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001929364,0.0000935533,0.0004287832,0.0004559587,0.00008515443,0.000001774686,0.0008531185,0.0003553547,0.000001240039],"category_scores_gemma":[0.00008915799,0.00009720367,0.0001467877,0.0002683858,0.0002098388,0.00003036123,0.00003320804,0.0003610229,7.0986e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001975612,"about_ca_system_score_gemma":0.00007779235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003473772,"about_ca_topic_score_gemma":0.00002011392,"domain_scores_codex":[0.9993955,0.00002048926,0.0002988737,0.00006098282,0.00008797493,0.000136162],"domain_scores_gemma":[0.9988805,0.00004719314,0.000393323,0.0004758491,0.0001727768,0.00003032632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.003760339,0.001021469,0.01403859,0.001363452,0.003219037,0.0002143389,0.002157151,0.6769369,0.03917105,0.2466787,0.000916,0.010523],"study_design_scores_gemma":[0.309312,0.02474899,0.02264316,0.01406997,0.006675487,0.001208654,0.1155485,0.2537845,0.1789057,0.02826521,0.04060163,0.004236194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.756099,0.0003965506,0.233215,0.007380905,0.0004635463,0.000668138,0.0008160284,0.0003848962,0.0005759361],"genre_scores_gemma":[0.9983296,0.000006458521,0.001629757,0.000003286536,0.00001525354,4.379009e-7,0.000003871434,0.000007669461,0.00000366666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4231524,"threshold_uncertainty_score":0.3963851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2383460498","doi":"","title":"The Effect of Oil Contamination on the Velocity_Load Characteristic of the Throttle Velocity-Modulating Circuits","year":2000,"lang":"en","type":"article","venue":"Journal of South China University of Technology","topic":"Hydraulic and Pneumatic Systems","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":"Discovery Air (Canada)","funders":"","keywords":"Throttle; Electronic circuit; Contamination; Particle (ecology); Mechanics; Particle velocity; Relative velocity; Environmental science; Materials science; Engineering; Physics; Automotive engineering; Electrical engineering; Classical mechanics; Biology; Ecology","authors":[{"name":"Shu Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003426079800581299,"gpt":0.1607417625083773,"spread":0.157315682707796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005081969,0.00008796604,0.0002932228,0.00009188975,0.0001442993,0.000003812505,0.0005065323,0.0001126074,0.0000294648],"category_scores_gemma":[0.0001595656,0.00005021146,0.0001237948,0.0002325825,0.000233818,0.00004034019,0.00002985817,0.0002989539,0.000003475712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005077342,"about_ca_system_score_gemma":0.00001949655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001997581,"about_ca_topic_score_gemma":0.000005187594,"domain_scores_codex":[0.9992665,0.00009345271,0.0002820475,0.00005019885,0.0002014004,0.0001063931],"domain_scores_gemma":[0.99905,0.0002374859,0.0004104076,0.000223645,0.00006338141,0.00001514086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003371428,0.0001411364,0.03948953,0.001428049,0.001516102,0.0000319896,0.03549018,0.02437773,0.03587069,0.003513194,0.0005496265,0.8572546],"study_design_scores_gemma":[0.007916136,0.003714171,0.7946677,0.005819756,0.00091035,0.000391156,0.02005999,0.06118554,0.09517042,0.001711034,0.007599131,0.0008546698],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972246,0.00007654605,0.0003009129,0.0004976667,0.0001436357,0.00008143241,0.00000740759,0.00001624046,0.001651546],"genre_scores_gemma":[0.9998115,0.00004934661,0.00001774473,0.000002689276,0.00001745778,1.335988e-7,2.40239e-7,0.000006051945,0.00009489032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8564,"threshold_uncertainty_score":0.2047564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2347556840","doi":"","title":"Study on Vectorization Method for Engineering Drawing Based on Crosspoint Extracting","year":2000,"lang":"en","type":"article","venue":"Journal of South China University of Technology","topic":"Simulation and Modeling Applications","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":"CAE (Canada)","funders":"","keywords":"Vectorization (mathematics); Constructive; Window (computing); Computer science; Engineering drawing; Computer graphics (images); Algorithm; Programming language; Parallel computing; Engineering; Process (computing); World Wide Web","authors":[{"name":"Ye Bang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0117366727302828,"gpt":0.2451471016301899,"spread":0.2334104288999071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001743656,0.00007156353,0.000149201,0.0003986318,0.00007487955,0.000005454261,0.0001306168,0.0000787223,0.00001877248],"category_scores_gemma":[0.00004758966,0.00008142434,0.00006592086,0.0001954498,0.00000996178,0.00004753081,0.000005124689,0.0001953759,0.00000177048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006604749,"about_ca_system_score_gemma":0.00001355088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001893708,"about_ca_topic_score_gemma":4.869773e-7,"domain_scores_codex":[0.9995866,0.000007560603,0.0001579118,0.00007380192,0.00008909772,0.00008503025],"domain_scores_gemma":[0.9996384,0.00006597881,0.0000929911,0.000116203,0.00006149576,0.00002488207],"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":[0.00004915338,0.00006347569,0.0004278334,0.000009241489,0.0000258888,0.000003003433,0.0007571966,0.9861967,0.001719252,0.0001184103,0.000009138263,0.01062068],"study_design_scores_gemma":[0.001536683,0.00039603,0.0050097,0.00007438427,0.0000547463,0.000004995887,0.001542076,0.9873725,0.002237431,0.00007227879,0.001586789,0.0001124294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5427608,0.000004386351,0.4567475,0.00009808834,0.00004509612,0.00009014943,0.000002750993,0.00007528292,0.0001759208],"genre_scores_gemma":[0.9639866,0.000001552551,0.03594561,0.00000477465,0.00002312514,2.446488e-7,8.111073e-7,0.00001119673,0.00002611235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4212257,"threshold_uncertainty_score":0.3320388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}