{"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,"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","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"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"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154689033131654,"score_gpt":0.2122459814504334,"score_spread":0.196777078137268,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}