{"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":"89446f3b89c7","filters":{"venue":"Ecological Safety and Balanced Use of Resources"}},"results":[{"id":"W2968325874","doi":"10.31471/2415-3184-2019-1(19)-7-18","title":"FROM ENVIROMATICS TO SUSTAINABLE INFORMATICS:BEYOND THE DEFINITION AND CONCEPTUAL DELIMITATIONS","year":2019,"lang":"en","type":"article","venue":"Ecological Safety and Balanced Use of Resources","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Environment Research Council; Brandenburgische Technische Universität Cottbus-Senftenberg; Universität Zürich; Dalhousie University; Griffith University; College of Pharmacy, University of Michigan; Northern Arizona University; University of Michigan; Virginia Polytechnic Institute and State University","keywords":"Informatics; Sustainability; Environmental studies; Sustainable development; Field (mathematics); Environmental management system; The Internet; Environmental resource management; Knowledge management; Environmental planning; Computer science; Management science; Engineering; Political science; Geography; Environmental science; World Wide Web; Ecology","authors":[{"name":"Bogdan-Vasile Cioruța","is_ca":false},{"name":"M. Coman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0154689033131654,"gpt":0.2122459814504334,"spread":0.196777078137268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008271633,0.0001018331,0.0001744382,0.00001117949,0.0001808058,0.00002773686,0.0001020149,0.00009820094,0.0007349851],"category_scores_gemma":[0.0001945537,0.00007047212,0.00002529766,0.00004833826,0.000226984,0.0001283786,0.000111288,0.0001277033,0.000008787786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000275595,"about_ca_system_score_gemma":0.000008229869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007166428,"about_ca_topic_score_gemma":0.000001918565,"domain_scores_codex":[0.9993147,0.00001655838,0.0002708304,0.0001228523,0.0001120972,0.0001630155],"domain_scores_gemma":[0.9988568,0.0007757115,0.000124652,0.0001528819,0.00002539603,0.00006457844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007043114,0.002232346,0.2629527,0.004296616,0.001193075,0.00008682889,0.1621474,0.02270293,0.3460365,0.1434174,0.007672982,0.04021805],"study_design_scores_gemma":[0.002633803,0.0003540156,0.05180766,0.000180898,0.0001088783,0.000009955422,0.06328293,0.00130082,0.01119134,0.009312786,0.8591072,0.0007097033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897854,0.0001243324,0.0001696899,0.0001630278,0.00001853336,0.00008909831,0.00008357454,0.00001985699,0.009546458],"genre_scores_gemma":[0.993242,0.0001542835,0.004588883,0.0004135602,0.00003430799,0.00001076898,0.00004924115,0.00000477917,0.001502181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8514342,"threshold_uncertainty_score":0.8047572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406869091","doi":"10.69628/esbur/2.2024.36","title":"Design thinking to avoid maladaptation in building climate change resilience of urban areas","year":2024,"lang":"en","type":"article","venue":"Ecological Safety and Balanced Use of Resources","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Maladaptation; Resilience (materials science); Climate change; Environmental resource management; Environmental planning; Geography; Environmental science; Psychology; Ecology; Biology","authors":[{"name":"Margaryta Radomska","is_ca":false},{"name":"Māra Zeltiņa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02405143152061499,"gpt":0.2442634507643699,"spread":0.2202120192437549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004568165,0.0001158271,0.0002280166,0.0001461319,0.0000472316,0.00004177195,0.0001017935,0.00008205509,0.00001651605],"category_scores_gemma":[0.00007871392,0.00009522434,0.0000298859,0.0003394095,0.00003664584,0.0001633403,0.00005651749,0.0001247982,9.114144e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006151314,"about_ca_system_score_gemma":0.000007264071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001280172,"about_ca_topic_score_gemma":0.00000406311,"domain_scores_codex":[0.9990818,0.00006566983,0.0002698567,0.0001939804,0.0001367028,0.0002520069],"domain_scores_gemma":[0.9993299,0.0004884428,0.00003345652,0.00008116681,0.00001672198,0.00005032936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0007933423,0.0001595777,0.06571893,0.002299292,0.00007801088,0.0001983038,0.009980242,0.7949519,0.0415461,0.03279099,0.0001742857,0.05130908],"study_design_scores_gemma":[0.0004845588,0.0005645389,0.7252241,0.001955377,0.00002802759,0.000007493798,0.0008833771,0.2581843,0.005346658,0.002652699,0.004237905,0.0004310069],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669371,0.001139901,0.03104981,0.0001459733,0.00008307027,0.0003348604,0.000006724634,0.000129854,0.0001727564],"genre_scores_gemma":[0.9885411,0.0007273022,0.01061376,0.00003555838,0.0000327287,0.00002545535,0.000001310842,0.00001024766,0.00001254258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6595052,"threshold_uncertainty_score":0.3883136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}