{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"2366b0408d57","filters":{"venue":"Discover Concrete and Cement"}},"results":[{"id":"W4412151914","doi":"10.1007/s44416-025-00009-5","title":"Engineered cementitious composites (ECC): a review on properties, design, sustainability, and applications","year":2025,"lang":"en","type":"review","venue":"Discover Concrete and Cement","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Composite material; Materials science; Sustainability; Cementitious; Cement","authors":[{"name":"Samson Olalekan Odeyemi","is_ca":false},{"name":"Mahamud Saka Sholagberu","is_ca":false},{"name":"O. D. Atoyebi","is_ca":false},{"name":"Adeyemi Adesina","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02511297144052329,"gpt":0.270884464856478,"spread":0.2457714934159547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004526791,0.00103959,0.001182211,0.002628606,0.000284036,0.0009539729,0.0006101592,0.0009663339,0.003657768],"category_scores_gemma":[0.0004878162,0.0004008397,0.0006993109,0.002596272,0.0003086775,0.001209936,0.0005357703,0.001097954,0.001377342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004017513,"about_ca_system_score_gemma":0.0009732302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096635,"about_ca_topic_score_gemma":0.002241585,"domain_scores_codex":[0.9997864,0.00002109437,0.00003351126,0.00004238475,0.00009454418,0.0000221073],"domain_scores_gemma":[0.9996868,0.0001347453,0.00007181092,0.000009250507,0.00007262333,0.00002476093],"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":[0.00005754598,0.0001304015,0.0002746648,0.06278699,0.0001590662,0.0002076172,0.0001043993,0.001109239,0.01556169,0.006136684,0.01956001,0.8939117],"study_design_scores_gemma":[0.000006877235,0.0001160219,0.0006141163,0.003615903,0.0001761063,0.0005193556,0.00005026028,0.0001249511,0.002275778,0.001030823,0.9914489,0.000020917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004540554,0.9975778,0.0002488308,0.0001249822,0.0001101045,0.000005826562,0.00004489725,0.00001271722,0.001420769],"genre_scores_gemma":[0.001769558,0.9968784,0.0003443547,0.00009200117,0.00005838967,0.000007907339,0.00006078755,0.000002974258,0.0007855717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003657768,"threshold_uncertainty_score":0.01223642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414489145","doi":"10.1007/s44416-025-00020-w","title":"Advancing sustainable pavements: a review of low-carbon construction materials and practices","year":2025,"lang":"en","type":"article","venue":"Discover Concrete and Cement","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Life-cycle assessment; Sustainable development; Key (lock); Sustainability; Construction industry","authors":[{"name":"Salim Barbhuiya","is_ca":false},{"name":"Tanvir Qureshi","is_ca":true},{"name":"Bibhuti B. Das","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00552688353068832,"gpt":0.2659178292957445,"spread":0.2603909457650562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001589413,0.00118729,0.001118487,0.005615907,0.0004984525,0.00172082,0.00106083,0.001261658,0.002285616],"category_scores_gemma":[0.002137633,0.0005433417,0.0007590945,0.006095473,0.0007995428,0.002191113,0.0008080289,0.001164264,0.0006869556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174115,"about_ca_system_score_gemma":0.003109221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003189375,"about_ca_topic_score_gemma":0.006384638,"domain_scores_codex":[0.9988427,0.0001832626,0.0002337617,0.0001670234,0.0005048882,0.00006838539],"domain_scores_gemma":[0.9978918,0.001321264,0.0002816829,0.00004856596,0.0003933481,0.00006327349],"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":[0.00004526387,0.0001380181,0.0005212695,0.1183638,0.0001187781,0.0002306577,0.0004000119,0.002428975,0.00587074,0.01490065,0.01103222,0.8459496],"study_design_scores_gemma":[0.000005280791,0.0001927507,0.001849566,0.0245513,0.000182262,0.0005919115,0.0003601956,0.0003123768,0.003006167,0.002968589,0.9659292,0.00005042204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006889718,0.9965432,0.0005763834,0.0002505935,0.000103982,0.00001477609,0.00003961677,0.00000858356,0.001773871],"genre_scores_gemma":[0.002288905,0.9965792,0.0007187635,0.00008104216,0.00004664711,0.000009342688,0.00003361166,0.00000274028,0.0002396638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005615907,"threshold_uncertainty_score":0.008518875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}