{"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":"28360bf248ef","filters":{"venue":"Inżynieria Bezwykopowa"}},"results":[{"id":"W779414969","doi":"","title":"Budowa centralnej linii energetycznej dla miasta Vancouver z wykorzystaniem techniki HDD","year":2015,"lang":"pl","type":"article","venue":"Inżynieria Bezwykopowa","topic":"Renewable energy and sustainable power systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Computer science; Physics","authors":[{"name":"C. Vandaelle","is_ca":false},{"name":"A. Hansen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02734252558990959,"gpt":0.2457314401425346,"spread":0.218388914552625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002658376,0.002372318,0.002711871,0.0009365695,0.0008398668,0.000878033,0.002724395,0.002515148,0.002312898],"category_scores_gemma":[0.001111019,0.002420481,0.00101905,0.002739482,0.0007181661,0.001498088,0.001128818,0.001580146,0.001597649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245091,"about_ca_system_score_gemma":0.002962162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01924402,"about_ca_topic_score_gemma":0.01473997,"domain_scores_codex":[0.9856891,0.001448355,0.003246028,0.00277969,0.002523311,0.004313527],"domain_scores_gemma":[0.9900398,0.0004032418,0.001323117,0.003797985,0.001664411,0.002771453],"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":[0.002053198,0.001783196,0.002967145,0.001000935,0.001774833,0.002991437,0.008586627,0.0359781,0.001904745,0.07842765,0.8510411,0.01149103],"study_design_scores_gemma":[0.004844812,0.0007966118,0.00009523173,0.0005615075,0.0003524185,0.0001500693,0.01254673,0.002067707,0.006788655,0.004569099,0.9643794,0.002847712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07056987,0.02844023,0.01156204,0.002174278,0.09008724,0.003114762,0.0006747936,0.003366447,0.7900103],"genre_scores_gemma":[0.8100164,0.000885378,0.001518401,0.0008198274,0.004860723,0.0002744798,0.0002768178,0.0005933527,0.1807546],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7394466,"threshold_uncertainty_score":0.9991797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W963292548","doi":"","title":"Renowacyjny Projekt Roku 2005 : elektrownia Dalhousie","year":2006,"lang":"pl","type":"article","venue":"Inżynieria Bezwykopowa","topic":"Renewable energy and sustainable power systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"J. W. Rush","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006176490362601959,"gpt":0.2121425991918335,"spread":0.2059661088292316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001567918,0.001730155,0.001918778,0.0008033195,0.001023146,0.0009249503,0.001750995,0.00162141,0.005567452],"category_scores_gemma":[0.0002563143,0.001763855,0.0007621981,0.001696327,0.0005116476,0.001012407,0.0005713933,0.001050244,0.002576465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009516353,"about_ca_system_score_gemma":0.001435461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05188648,"about_ca_topic_score_gemma":0.01868872,"domain_scores_codex":[0.9889147,0.001000664,0.00260575,0.002180705,0.001483892,0.003814244],"domain_scores_gemma":[0.9945924,0.0002865213,0.001003725,0.002770893,0.0006009568,0.000745541],"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":[0.001403064,0.002653173,0.008108163,0.001657705,0.001469579,0.003107495,0.002542941,0.06267947,0.01237637,0.1912893,0.6936246,0.0190882],"study_design_scores_gemma":[0.002740987,0.0003294461,0.002186265,0.0003483748,0.000273993,0.00017328,0.001077037,0.001777412,0.008251722,0.005385302,0.9752992,0.002156939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1562428,0.02627933,0.002777461,0.003115305,0.01920034,0.002165798,0.0002905163,0.001740809,0.7881877],"genre_scores_gemma":[0.6310519,0.0004598116,0.0006635459,0.0003055571,0.005616501,0.0002395151,0.0003907099,0.0003731459,0.3608993],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4748091,"threshold_uncertainty_score":0.9996747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1587211867","doi":"","title":"Przejście HDD w Calgary","year":2008,"lang":"pl","type":"article","venue":"Inżynieria Bezwykopowa","topic":"Renewable energy and sustainable power systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology","authors":[{"name":"B. Kramer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01968852503793159,"gpt":0.2232926550790484,"spread":0.2036041300411168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007729737,0.001206048,0.001498978,0.0005153815,0.001339751,0.000227519,0.001338099,0.001254606,0.004927672],"category_scores_gemma":[0.0003748634,0.001232354,0.0006529409,0.0014639,0.0007480573,0.0007476679,0.0004889918,0.0008748975,0.003095042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006636179,"about_ca_system_score_gemma":0.001378548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01645356,"about_ca_topic_score_gemma":0.0008829301,"domain_scores_codex":[0.992475,0.0007885695,0.001686388,0.001541066,0.001184041,0.002324944],"domain_scores_gemma":[0.9955935,0.0002949772,0.0005415879,0.002154254,0.0004901653,0.0009255292],"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":[0.00235303,0.003460624,0.02704274,0.00242939,0.003765948,0.02578697,0.02439003,0.04507882,0.006314171,0.2021435,0.6246091,0.03262568],"study_design_scores_gemma":[0.002298553,0.0004037094,0.002630252,0.0002463351,0.0001325169,0.0009739543,0.001233789,0.002148152,0.005269793,0.00140151,0.9815226,0.001738883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2625509,0.02261865,0.003720336,0.001193434,0.01900709,0.001140354,0.00007984524,0.001061322,0.6886281],"genre_scores_gemma":[0.7676886,0.001834024,0.0004878328,0.000653501,0.002292842,0.0001345076,0.0001363829,0.000246592,0.2265258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5051377,"threshold_uncertainty_score":0.9999604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}