{"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":"d25053dbb83e","filters":{"venue":"Journal of Shenyang Jianzhu University"}},"results":[{"id":"W2365551821","doi":"","title":"Evaluation of Changes and Stability on the Surroundings Adjacent to Exhaust-Gas Emitting Port","year":2011,"lang":"en","type":"article","venue":"Journal of Shenyang Jianzhu University","topic":"Combustion and flame dynamics","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":"Ontario Tech University","funders":"","keywords":"Exhaust gas; Exergy; Environmental science; Atmosphere (unit); Entropy (arrow of time); Thermodynamics; Physics","authors":[{"name":"Ao Yong","is_ca":false},{"name":"Yueren Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06206088394225965,"gpt":0.2121741838721924,"spread":0.1501132999299328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001473832,0.00006677255,0.0001186602,0.0001159107,0.00005089533,0.000006558413,0.0001122556,0.00003416991,0.0001079701],"category_scores_gemma":[0.00009572062,0.00005574687,0.00004161859,0.0001325578,0.00002972822,0.00009829189,0.00003135263,0.0001439186,0.000001314238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002324969,"about_ca_system_score_gemma":0.00002848501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002118585,"about_ca_topic_score_gemma":0.00005978055,"domain_scores_codex":[0.9993518,0.00006123758,0.000124964,0.00005921543,0.0003150484,0.00008775229],"domain_scores_gemma":[0.9993715,0.00005264723,0.00009976888,0.0001024804,0.0003054585,0.00006816541],"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":[0.001856148,0.001355547,0.3086838,0.0008159624,0.001891651,0.0001914314,0.1376375,0.0212538,0.05638136,0.02313703,0.008350164,0.4384456],"study_design_scores_gemma":[0.003404944,0.001137945,0.8091913,0.0007798596,0.001133521,0.00008992752,0.04962984,0.1066996,0.02049474,0.001308144,0.005357073,0.0007730906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958398,0.00003425836,0.0006592784,0.0002281686,0.0001588487,0.00009751841,0.000003906663,0.00001220782,0.00296602],"genre_scores_gemma":[0.9996065,0.00005056509,0.0002709164,0.00002034356,0.0000260523,8.016279e-8,2.845182e-7,0.000005249592,0.00001994552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5005075,"threshold_uncertainty_score":0.2273292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2391251002","doi":"","title":"Construction Site Security Capital Investment Evaluation Model and Its Application","year":2010,"lang":"en","type":"article","venue":"Journal of Shenyang Jianzhu University","topic":"Evaluation and Optimization Models","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":"PCL Construction (Canada)","funders":"","keywords":"Investment (military); Function (biology); Capital (architecture); Return on investment; Capital budgeting; Risk analysis (engineering); Process (computing); Business; Finance; Operations research; Actuarial science; Computer science; Engineering; Economics; Microeconomics; Production (economics)","authors":[{"name":"Sui Jieming","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009889336049000637,"gpt":0.2103914696916704,"spread":0.2005021336426697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000352023,0.00007144185,0.00009392972,0.0001455504,0.00007017983,0.00001624776,0.00006203078,0.00007472379,0.00004592718],"category_scores_gemma":[0.00002149546,0.0000792242,0.00003497405,0.0001043225,0.00002817352,0.000516743,0.0000142031,0.0001988613,0.000005497869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001091296,"about_ca_system_score_gemma":0.00006074369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002284757,"about_ca_topic_score_gemma":0.00002483683,"domain_scores_codex":[0.9994321,0.00002822833,0.0001475686,0.00007360525,0.0002484,0.00007007075],"domain_scores_gemma":[0.9993545,0.00001329769,0.0001081037,0.00007139054,0.0003602306,0.0000924637],"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":[0.00002588593,0.00003544033,0.0008377752,0.00003023531,0.00004746378,0.000002048541,0.002235317,0.9481454,0.02851843,0.01700736,0.0003854057,0.002729272],"study_design_scores_gemma":[0.0006175542,0.0000137881,0.001224249,0.000006887449,0.00006524895,0.00002384818,0.0002124789,0.9943209,0.0007171477,0.002405242,0.0003125819,0.00008008717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958356,0.00006563406,0.03900835,0.000125081,0.0001764872,0.000140411,0.000008355627,0.00003079603,0.002088891],"genre_scores_gemma":[0.9941716,0.00008524292,0.005610901,0.00003430985,0.0000535336,2.98613e-7,0.000006695015,0.000006654963,0.00003081586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04617552,"threshold_uncertainty_score":0.3230669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2388833621","doi":"","title":"Calculation Method of Design Flow for Water Supply Pipelinein Residential Quarter","year":2011,"lang":"en","type":"article","venue":"Journal of Shenyang Jianzhu University","topic":"Water Systems and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pipeline (software); Water supply; Flow (mathematics); Quarter (Canadian coin); Pipeline transport; Limit (mathematics); Environmental science; Engineering; Environmental engineering; Mathematics; Mechanical engineering","authors":[{"name":"Cui Baokang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02089523999957569,"gpt":0.197936394393227,"spread":0.1770411543936514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003396379,0.00007366666,0.0001733367,0.0001704879,0.00003389857,0.000007602046,0.0001054542,0.00006869411,0.00004619583],"category_scores_gemma":[0.000005566515,0.00006078547,0.0001100615,0.00005867442,0.00001006298,0.0003328737,0.000009947904,0.000063784,0.000002348638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005553826,"about_ca_system_score_gemma":0.00001300567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004298566,"about_ca_topic_score_gemma":0.00001685017,"domain_scores_codex":[0.9994388,0.00005803134,0.0002333159,0.00005607693,0.0001042797,0.0001094804],"domain_scores_gemma":[0.9995785,0.00002267026,0.000086985,0.00007475245,0.0001909217,0.00004612932],"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":[0.001222295,0.0001282514,0.001686675,0.0004047749,0.0005100888,0.00009307705,0.02113697,0.8760878,0.04140956,0.0003887494,0.05402103,0.002910736],"study_design_scores_gemma":[0.003743984,0.0005374225,0.007501282,0.0002501966,0.00042546,0.00008831759,0.001049996,0.6705779,0.3077547,0.0006878293,0.006958935,0.000423921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01630647,0.00003049722,0.9829733,0.00003141547,0.0003176787,0.0001060056,0.000006696455,0.0000150667,0.0002128398],"genre_scores_gemma":[0.7020618,0.00001373374,0.2974078,0.000002928901,0.000126678,1.369433e-7,0.000003358398,0.00001273074,0.0003707666],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6857554,"threshold_uncertainty_score":0.2478759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}