{"meta":{"query_hash":"94f9fbaf0d36","filters":{"venue":"New Civil Engineer"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/94f9fbaf0d36","api":"https://metacan.xera.ac/api/v1/cohort?venue=New+Civil+Engineer"},"results":[{"id":"W622695966","doi":"","title":"Poor maintenance blamed for Montreal collapse","year":2006,"lang":"en","type":"article","venue":"New Civil Engineer","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deck; Bridge deck; Engineering; Structural engineering; Forensic engineering; Bridge (graph theory); Joint (building); Slab; Expansion joint; Geotechnical engineering","score_opus":0.00552502237242973,"score_gpt":0.1842905972494394,"score_spread":0.17876557487700967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W622695966","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35388017,0.0058546066,0.0022141195,0.42017454,0.0045990683,0.0002443594,0.0013992512,0.0013010876,0.21033286],"genre_scores_gemma":[0.8652507,0.0015500488,0.0010422914,0.02953694,0.00077786297,0.000048717804,0.00032501636,0.00016537402,0.10130317],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998708,0.00014802036,0.00003156679,0.00012197579,0.00046223446,0.000528133],"domain_scores_gemma":[0.9954841,0.00018694095,0.00037052875,0.00019526163,0.0020118842,0.0017513293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016005879,0.00032888388,0.00022669036,0.0010081395,0.008784177,0.0018152144,0.0015199858,0.0019136693,0.02125932],"category_scores_gemma":[0.0074101654,0.00031084334,0.00027389554,0.0005663775,0.0022760308,0.0008425332,0.002168315,0.0036705136,0.0012921755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011908161,0.0001442576,0.121105775,0.0001966817,0.00007618251,0.004281051,0.009540517,0.00038648365,0.0046975724,0.015741,0.70114994,0.1425615],"study_design_scores_gemma":[0.000037442187,0.00028617866,0.27272642,0.00027128012,0.000043822052,0.0015487693,0.007529022,0.00062256,0.0012989168,0.0016611085,0.7138772,0.000097335454],"about_ca_topic_score_codex":0.64550316,"about_ca_topic_score_gemma":0.84614015,"teacher_disagreement_score":0.35449684,"about_ca_system_score_codex":0.015419629,"about_ca_system_score_gemma":0.0153631475,"threshold_uncertainty_score":0.7131691},"labels":[],"label_agreement":null},{"id":"W632463018","doi":"","title":"THE BALLAD OF BALLINGDON BRIDGE","year":2000,"lang":"en","type":"article","venue":"New Civil Engineer","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Engineering; Opposition (politics); Forensic engineering; Arch bridge; Span (engineering); Transport engineering; Civil engineering; Law; Arch; Political science","score_opus":0.006419345422429683,"score_gpt":0.189828584134941,"score_spread":0.1834092387125113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W632463018","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019646762,0.004542311,0.0034533418,0.03317603,0.011463659,0.00017453123,0.00034114637,0.0005635727,0.92663866],"genre_scores_gemma":[0.061444126,0.0012840371,0.002115444,0.009809651,0.00057220354,0.000059628557,0.00018005373,0.00026785667,0.92426705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953649,0.00062708557,0.00015342762,0.0006944449,0.0024336765,0.0007264958],"domain_scores_gemma":[0.99796534,0.00033000618,0.00008719453,0.0002042519,0.0007716915,0.00064144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003728681,0.000557622,0.0005674606,0.00079497165,0.00827157,0.006397574,0.0013096157,0.004094913,0.1035046],"category_scores_gemma":[0.004632349,0.0005519102,0.00045214384,0.00048052755,0.0027634876,0.0027561567,0.0046676253,0.0042683133,0.016524946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036285823,0.00007738713,0.0013092468,0.0002698589,0.000008053825,0.0014338244,0.0026757964,0.00014400548,0.0024779097,0.08005155,0.8363206,0.074868955],"study_design_scores_gemma":[0.000008291753,0.000049339735,0.000521761,0.00006675042,0.000001896287,0.00026867114,0.000616947,0.000037746155,0.00020002804,0.00078684976,0.99742717,0.000014565768],"about_ca_topic_score_codex":0.045825757,"about_ca_topic_score_gemma":0.13143036,"teacher_disagreement_score":0.1035046,"about_ca_system_score_codex":0.0050393594,"about_ca_system_score_gemma":0.004411313,"threshold_uncertainty_score":0.3462574},"labels":[],"label_agreement":null}]}