{"meta":{"query_hash":"69cd7ac379a1","filters":{"venue":"Journal of the Civil Engineering Forum"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/69cd7ac379a1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+the+Civil+Engineering+Forum"},"results":[{"id":"W2973614105","doi":"10.22146/jcef.47532","title":"Bond Strength of Fusion Bonded Epoxy-Coated Reinforcement in Concrete","year":2019,"lang":"en","type":"article","venue":"Journal of the Civil Engineering Forum","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"University of Engineering and Technology, Lahore","keywords":"Epoxy; Rebar; Bond strength; Materials science; Composite material; Bar (unit); Bond; Coating; Ultimate tensile strength; Compressive strength; Concrete cover; Structural engineering; Reinforcement; Adhesive; Layer (electronics); Engineering","score_opus":0.004785217448072545,"score_gpt":0.18922718166858302,"score_spread":0.18444196422051048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973614105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982029,0.00037521904,0.0009250973,0.0000059553213,0.000007049669,0.0000052136593,0.000037967002,0.000011221762,0.00042950737],"genre_scores_gemma":[0.99910104,0.00012264423,0.00036273192,0.000003505099,0.000001104741,0.0000015645901,0.000038058068,0.0000034724465,0.0003659576],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995859,0.000038772287,0.00002014655,0.0000664401,0.00024347322,0.00004530541],"domain_scores_gemma":[0.9993962,0.000109059954,0.00018113022,0.000035223806,0.00019687373,0.00008156086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038902453,0.00028222665,0.00018972247,0.00032632344,0.00014630944,0.00019153647,0.00021429498,0.00034890533,0.0008898528],"category_scores_gemma":[0.0007180719,0.00024048163,0.00019197674,0.00016432907,0.00019725667,0.0002021281,0.0001942389,0.00030911717,0.00031302412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090966445,0.000015578755,0.002106266,0.000037463193,0.000017164977,0.0000687637,0.0000537719,0.0012663952,0.99401325,0.000059337006,0.000021121134,0.0022498604],"study_design_scores_gemma":[0.000005933994,0.0010465592,0.029867213,0.000016738502,0.00004435873,0.00021623843,0.00009077583,0.005655509,0.9622209,0.000052959476,0.0007614483,0.000021303858],"about_ca_topic_score_codex":0.0011344656,"about_ca_topic_score_gemma":0.0016696181,"teacher_disagreement_score":0.0011344656,"about_ca_system_score_codex":0.00022439325,"about_ca_system_score_gemma":0.0001707643,"threshold_uncertainty_score":0.0029768944},"labels":[],"label_agreement":null},{"id":"W3197871910","doi":"10.22146/jcef.65317","title":"Bio-Engineered Concrete: A Critical Review on The Next Generation of Durable Concrete","year":2021,"lang":"en","type":"review","venue":"Journal of the Civil Engineering Forum","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Memorial University of Newfoundland; University of Tokyo","keywords":"Durability; Aggregate (composite); Cement; Materials science; Natural materials; Construction engineering; Environmental science; Forensic engineering; Composite material; Engineering","score_opus":0.059445501596998164,"score_gpt":0.2788236867617344,"score_spread":0.21937818516473626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197871910","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025871323,0.9984641,0.00016285267,0.00029338148,0.00023148856,0.000008713305,0.0000234041,0.0000038496983,0.0005535868],"genre_scores_gemma":[0.0011566387,0.9979518,0.0002905863,0.00018118678,0.00014664113,0.000009347226,0.000028137836,0.0000013518738,0.0002343446],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947125,0.000098173354,0.000121777855,0.0000881317,0.00017547388,0.000045141336],"domain_scores_gemma":[0.99792826,0.0011130754,0.00026710602,0.000042917814,0.00055104913,0.00009758696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013643574,0.00091249717,0.0012262932,0.0051661623,0.00044666798,0.0015403045,0.00085672433,0.0012804259,0.0031494356],"category_scores_gemma":[0.0021504958,0.00039853077,0.0012569717,0.0049392437,0.00057752064,0.0023926937,0.00066230877,0.0012975457,0.0006951632],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018996962,0.00017724145,0.00058688625,0.20836063,0.00035529234,0.00063064636,0.00066717196,0.0010959691,0.005408117,0.013662255,0.037158653,0.73170716],"study_design_scores_gemma":[0.000011897695,0.00024901683,0.0018981848,0.044437945,0.00075160724,0.0010350756,0.00039466203,0.00021724854,0.0014056906,0.0029042666,0.94664633,0.00004805831],"about_ca_topic_score_codex":0.0022499743,"about_ca_topic_score_gemma":0.0037774565,"teacher_disagreement_score":0.0051661623,"about_ca_system_score_codex":0.0010379278,"about_ca_system_score_gemma":0.0034656296,"threshold_uncertainty_score":0.010535955},"labels":[],"label_agreement":null},{"id":"W4403033001","doi":"10.22146/jcef.13568","title":"Enhancing Urban Resilience through Strategic Parking Pricing in Jakarta’s Bus Rapid Transit Corridors","year":2024,"lang":"en","type":"article","venue":"Journal of the Civil Engineering Forum","topic":"Smart Parking Systems Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Bus rapid transit; Transport engineering; Business; Resilience (materials science); Transit (satellite); Public transport; Engineering","score_opus":0.01276951812022212,"score_gpt":0.22755776464757319,"score_spread":0.21478824652735107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403033001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99275744,0.00009188774,0.00076082395,0.00023846554,0.00001157862,0.000044512217,0.00007873484,0.000024290981,0.005992216],"genre_scores_gemma":[0.9985624,0.00006994222,0.0005176924,0.000014403457,0.0000017286777,0.000017417733,0.00003033992,0.0000034611608,0.0007825828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99963856,0.00013485437,0.000008024032,0.000026797963,0.000029852468,0.0001619418],"domain_scores_gemma":[0.9996972,0.00005342426,0.0000498676,0.000018629613,0.000039245067,0.00014170737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027820916,0.00028973763,0.00019399736,0.00044660238,0.001224855,0.00181644,0.0005349661,0.00032287854,0.00427134],"category_scores_gemma":[0.0006173695,0.00019143496,0.00037568813,0.00059554126,0.00073060574,0.0006675111,0.0019068251,0.0004170153,0.00025920125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024199407,0.0058445376,0.49242756,0.0011282591,0.000443171,0.013001146,0.011728475,0.18641351,0.032759793,0.060873125,0.007875418,0.18508506],"study_design_scores_gemma":[0.0001524031,0.0017829245,0.77326125,0.0003967826,0.0003632314,0.0013366928,0.07245187,0.106501885,0.0067266203,0.010707892,0.026102269,0.00021607288],"about_ca_topic_score_codex":0.040975045,"about_ca_topic_score_gemma":0.12060359,"teacher_disagreement_score":0.040975045,"about_ca_system_score_codex":0.002155018,"about_ca_system_score_gemma":0.0035260513,"threshold_uncertainty_score":0.08147305},"labels":[],"label_agreement":null}]}