{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"1251922103fb","filters":{"venue":"12th World Congress on Intelligent Transport SystemsITS AmericaITS JapanERTICO"}},"results":[{"id":"W587541068","doi":"","title":"The Effect of In-Vehicle Advanced Signs on Older and Younger Drivers’ Intersection Performance","year":2005,"lang":"en","type":"article","venue":"12th World Congress on Intelligent Transport SystemsITS AmericaITS JapanERTICO","topic":"Traffic and Road Safety","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Intersection (aeronautics); Clearance; Driving simulator; Simulation; Transport engineering; Psychology; Computer science; Engineering; Medicine","authors":[{"name":"J.K. Caird","is_ca":false},{"name":"Susan Chisholm","is_ca":false},{"name":"Julie Lockhart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004586864915827231,"gpt":0.2007282922196696,"spread":0.1961414273038423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005295862,0.0004647856,0.0003316863,0.0003590562,0.0002284437,0.0003737807,0.0001756694,0.0002532677,0.002184035],"category_scores_gemma":[0.001865622,0.0001441413,0.0002096767,0.000114726,0.0002105208,0.0002588876,0.0003206839,0.0003813806,0.0003838066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122542,"about_ca_system_score_gemma":0.0002246557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002491717,"about_ca_topic_score_gemma":0.00353909,"domain_scores_codex":[0.999721,0.00004686799,0.0000269217,0.00005200529,0.00007107326,0.00008218727],"domain_scores_gemma":[0.9981103,0.0003317687,0.0004087208,0.000112452,0.0002988746,0.0007378475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02461011,0.02132506,0.7191657,0.0001843246,0.0002964701,0.0006737707,0.004738226,0.0005147785,0.1686758,0.00009857625,0.0006498448,0.05906745],"study_design_scores_gemma":[0.000151047,0.02199138,0.9641818,0.000008067691,0.00008647345,0.0001770275,0.0006318517,0.0003157428,0.01155228,0.00005155909,0.0008338115,0.00001901054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998048,0.00001402011,0.0000167766,0.000002816937,0.00000194182,0.000004356056,0.00001473267,0.00000114493,0.000139622],"genre_scores_gemma":[0.9988188,0.00004623459,0.0001227199,0.00001290241,0.000005543716,0.00001411129,0.00009561347,0.00000184339,0.0008820846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002491717,"threshold_uncertainty_score":0.007306337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W646794579","doi":"","title":"PCS Wireless Communications Network","year":2005,"lang":"en","type":"article","venue":"12th World Congress on Intelligent Transport SystemsITS AmericaITS JapanERTICO","topic":"Power Line Communications and Noise","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":"Software deployment; Computer network; Computer science; Personal Communications Service; Telecommunications; Wireless; Cellular network; Access network; Wireless network; Service provider; Intelligent transportation system; Service (business); Engineering; Wi-Fi array; Transport engineering","authors":[{"name":"J K Lam","is_ca":false},{"name":"Bowen Tritter","is_ca":false},{"name":"A Byrne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02434998991430901,"gpt":0.252292118751953,"spread":0.227942128837644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002849618,0.0007965413,0.0004511648,0.001130364,0.001405426,0.002832951,0.0009548777,0.0009669358,0.1005765],"category_scores_gemma":[0.001153678,0.0001447267,0.0001493022,0.001705621,0.0003635511,0.001439755,0.001568844,0.001083557,0.05499822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405079,"about_ca_system_score_gemma":0.001803566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004981047,"about_ca_topic_score_gemma":0.002745769,"domain_scores_codex":[0.9992684,0.00008804746,0.00003310387,0.0001588281,0.0003342735,0.000117456],"domain_scores_gemma":[0.9987406,0.00009868514,0.0000624344,0.0001655315,0.0008168723,0.0001159271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001821355,0.0000724228,0.001351344,0.0003119487,0.00002064184,0.0002888727,0.0001318739,0.00284964,0.006933645,0.02230414,0.5174621,0.4480912],"study_design_scores_gemma":[0.0000254854,0.00006627718,0.000626046,0.00006285166,0.00001822701,0.0004281515,0.00007259033,0.007296527,0.004107425,0.003630429,0.9836472,0.00001881618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01810631,0.007403455,0.08860216,0.004802786,0.00366902,0.0006312598,0.006141718,0.01736404,0.8532792],"genre_scores_gemma":[0.1928415,0.01129503,0.02099106,0.001945475,0.001898017,0.0005586128,0.01049586,0.000761191,0.7592134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1005765,"threshold_uncertainty_score":0.3364618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W607792280","doi":"","title":"Variable Messaging for East-West Highway Corridors through Canada’s Mountain National Parks; Prospects for Multi-Agency Collaboration and Integration","year":2005,"lang":"en","type":"article","venue":"12th World Congress on Intelligent Transport SystemsITS AmericaITS JapanERTICO","topic":"Transportation Planning and Optimization","field":"Social Sciences","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":"Dissemination; Context (archaeology); Agency (philosophy); Conceptual framework; Transport engineering; Geography; Environmental resource management; Environmental planning; Engineering; Environmental science; Telecommunications; Archaeology; Sociology","authors":[{"name":"Robyn McGregor","is_ca":false},{"name":"Alfred A Guebert","is_ca":false},{"name":"Terry McGuire","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03535955153802962,"gpt":0.3035145993007727,"spread":0.2681550477627431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004928472,0.000412278,0.0002728686,0.0008812295,0.002635369,0.004448344,0.001534171,0.0009225989,0.003144003],"category_scores_gemma":[0.007528726,0.0002791806,0.0004434338,0.001765157,0.001248805,0.003256908,0.002559742,0.000867351,0.0001686037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007501033,"about_ca_system_score_gemma":0.01430235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1617481,"about_ca_topic_score_gemma":0.2288122,"domain_scores_codex":[0.9946074,0.003323019,0.0001492544,0.0004654873,0.0007201387,0.0007346507],"domain_scores_gemma":[0.9953985,0.00155974,0.0006647998,0.0005361336,0.001126872,0.0007138368],"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":[0.0008509402,0.0009076599,0.06092994,0.0006939099,0.0001317575,0.0008187435,0.01756665,0.1738099,0.007671425,0.2956187,0.007800356,0.4332001],"study_design_scores_gemma":[0.0004906427,0.001995242,0.1077559,0.0009935916,0.0004291903,0.0004641972,0.1062984,0.5064176,0.01221143,0.1143267,0.1482752,0.0003419712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6389829,0.0006897248,0.2882794,0.005786241,0.00004742443,0.001188189,0.0003363173,0.0005812195,0.06410845],"genre_scores_gemma":[0.9498525,0.0001408488,0.04654302,0.00005710678,0.000007284405,0.0003348444,0.0001053384,0.00001392049,0.002945232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8382518,"threshold_uncertainty_score":0.3216133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W590997733","doi":"","title":"Development of an ITS Strategy for Provincial Ring Roads, Edmontonand Calgary, Canada","year":2005,"lang":"en","type":"article","venue":"12th World Congress on Intelligent Transport SystemsITS AmericaITS JapanERTICO","topic":"Transportation Safety and Impact Analysis","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":"Software deployment; Plan (archaeology); Ring road; Transportation planning; Transport engineering; Strategic planning; Transportation infrastructure; Business; Environmental planning; Development plan; Engineering; Civil engineering; Geography","authors":[{"name":"Robyn McGregor","is_ca":false},{"name":"Bruno Peters","is_ca":false},{"name":"Vince Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02211897415329636,"gpt":0.2470027559928324,"spread":0.2248837818395361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00270789,0.0006852611,0.0002816627,0.002249596,0.008496865,0.006772304,0.00230694,0.002757915,0.01045389],"category_scores_gemma":[0.003508255,0.0005516841,0.0005857755,0.002262307,0.001241815,0.0009899371,0.002339286,0.002137815,0.00123022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1100968,"about_ca_system_score_gemma":0.4619877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995027,"about_ca_topic_score_gemma":0.997452,"domain_scores_codex":[0.9961737,0.0001660597,0.00009261338,0.0002387737,0.001739356,0.0015895],"domain_scores_gemma":[0.9952662,0.0001436756,0.00007192647,0.00005986481,0.002700352,0.001758029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002767481,0.0002426812,0.0236712,0.0007823221,0.00009349031,0.002416937,0.003141622,0.01684749,0.004129708,0.1565198,0.6100846,0.1817934],"study_design_scores_gemma":[0.00006792319,0.00007770251,0.02138181,0.0002994141,0.00004007384,0.0001472977,0.003312171,0.003646092,0.0008679166,0.001887772,0.9682084,0.00006340806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1036704,0.01540576,0.01854802,0.09687272,0.00331536,0.004534404,0.01163242,0.0009868764,0.745034],"genre_scores_gemma":[0.1824165,0.006333349,0.02100153,0.01569441,0.0001343648,0.0006068221,0.005760429,0.0001132164,0.7679394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1100968,"threshold_uncertainty_score":0.7988116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}