{"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":"a9920d8ec349","filters":{"venue":"Organization Technology and Management in Construction An International Journal"}},"results":[{"id":"W2537262988","doi":"10.1515/otmcj-2016-0007","title":"Sustainability in architectural heritage: review of policies and practices","year":2016,"lang":"en","type":"article","venue":"Organization Technology and Management in Construction An International Journal","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"State Key Laboratory of Reliability and Intelligence of Electrical Equipment; University of Technology Sydney; Sveučilište u Zagrebu","keywords":"Adaptive reuse; Demolition; Reuse; Sustainability; Sustainable development; Architectural engineering; Incentive; Built environment; Architecture; Environmental planning; Business; Engineering; Civil engineering; Political science; Economics; Environmental science","authors":[{"name":"Zvonko Sigmund","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02730947441183203,"gpt":0.2914765393820414,"spread":0.2641670649702094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002446441,0.00006670674,0.00009359585,0.0005740464,0.0000663398,0.00006975336,0.000131057,0.0000307115,0.0004012293],"category_scores_gemma":[0.0002613193,0.00004934951,0.000008782745,0.0001751584,0.0002595947,0.0007971855,0.00009252888,0.00008102265,7.234385e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005440895,"about_ca_system_score_gemma":0.00000962251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003562943,"about_ca_topic_score_gemma":0.0002751698,"domain_scores_codex":[0.9993644,0.00004887269,0.0002779344,0.0001197686,0.0001129496,0.00007610675],"domain_scores_gemma":[0.9993144,0.00002126168,0.000273607,0.00006542744,0.0003100276,0.00001532479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001933491,0.00003318398,0.1142621,0.000280768,0.00003128821,0.000007889074,0.0008435852,6.154744e-7,0.00004409097,0.723874,0.00009449079,0.1605087],"study_design_scores_gemma":[0.005106503,0.0003496799,0.3826003,0.005839866,0.0001222101,0.0007105871,0.05266117,0.00008668494,0.0005434898,0.316579,0.23462,0.0007805213],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328732,0.000717051,0.0004616449,0.06093052,0.0004262807,0.0003633079,0.000005162809,0.00005680442,0.004165956],"genre_scores_gemma":[0.9833292,0.01544275,0.0005185634,0.0002395636,0.00006239603,0.000005871264,0.000006448937,0.000005012594,0.0003901452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.407295,"threshold_uncertainty_score":0.4393179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021152059","doi":"10.2478/otmcj-2020-0005","title":"Qualitative analysis of Request For Information to identify design flaws in steel construction projects","year":2020,"lang":"en","type":"article","venue":"Organization Technology and Management in Construction An International Journal","topic":"BIM and Construction Integration","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Context (archaeology); Process (computing); Construction engineering; Implementation; Phase (matter); Construction management; Risk analysis (engineering); Engineering; Software engineering; Civil engineering; Business","authors":[{"name":"Mathieu Fokwa Soh","is_ca":true},{"name":"Daniel Barbeau","is_ca":false},{"name":"Sylvie Doré","is_ca":true},{"name":"Daniel Forgues","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02211844960397776,"gpt":0.3127989345497795,"spread":0.2906804849458017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002650034,0.0001093615,0.0001837512,0.003102661,0.00005085867,0.00008684032,0.0001589388,0.0001239524,0.0000441925],"category_scores_gemma":[0.0001433623,0.0001243397,0.00002632852,0.00262081,0.000081723,0.001016605,0.00002653641,0.0001512937,0.000002821157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001230302,"about_ca_system_score_gemma":0.00002408243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003299645,"about_ca_topic_score_gemma":0.00001743309,"domain_scores_codex":[0.9989572,0.00005450005,0.0005740936,0.0001435817,0.0001665233,0.0001041714],"domain_scores_gemma":[0.9992484,0.00002564664,0.0001713238,0.00006908581,0.0004383223,0.00004723535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002075721,0.00005114057,0.03515282,0.0000951519,0.00110143,0.000005369559,0.009904429,0.04890124,0.003932135,0.6668162,0.0002275181,0.2336049],"study_design_scores_gemma":[0.01552709,0.001351785,0.1580061,0.0006350536,0.001698182,0.0007654571,0.2938445,0.3747066,0.06825646,0.06667689,0.01600777,0.002524093],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2373957,0.00001180415,0.7599097,0.001258139,0.0005843128,0.0004257495,0.00001967997,0.0001144639,0.0002803842],"genre_scores_gemma":[0.9378196,0.0002795391,0.06157021,0.0001741818,0.00003626275,0.00003594235,0.0000704091,0.00001022562,0.000003614411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7004239,"threshold_uncertainty_score":0.5070424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}