{"id":"W4297384644","doi":"10.3233/wor-211121","title":"Past, present, and future of E/HF for sustainability: A perspective from the HFSD Technical Committee","year":2022,"lang":"en","type":"article","venue":"Work","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Social sustainability; Work (physics); Engineering ethics; Interconnectivity; Action (physics); Sustainability science; Road map; Sustainable development; Theme (computing); Set (abstract data type); Perspective (graphical); Political science; Sociology; Management science; Engineering; Computer science; Social science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04026478,0.0005464767,0.0004274195,0.002757095,0.0214314,0.01962243,0.002021743,0.007904655,0.00447834],"category_scores_gemma":[0.01646682,0.0003880489,0.0006012995,0.003986817,0.0201545,0.01250636,0.008763789,0.009253759,0.0004980887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01849553,"about_ca_system_score_gemma":0.03997483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02867385,"about_ca_topic_score_gemma":0.02385878,"domain_scores_codex":[0.9713674,0.01871014,0.0009261486,0.0009458519,0.00385358,0.004196903],"domain_scores_gemma":[0.966544,0.01553671,0.001574208,0.0007204789,0.007022779,0.00860188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004771634,0.0002311626,0.008127669,0.0008921565,0.00002044168,0.001335912,0.4763951,0.0005344792,0.0007789208,0.3044656,0.1504538,0.05671699],"study_design_scores_gemma":[0.00000505552,0.00005026422,0.004310329,0.001477818,0.000006029254,0.0002895037,0.3935311,0.0001824533,0.0001977068,0.007077679,0.5928248,0.00004731118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1189299,0.04059381,0.004930652,0.6888297,0.005700637,0.0001474998,0.0001318353,0.0000442632,0.1406918],"genre_scores_gemma":[0.890545,0.03390401,0.003497759,0.04845821,0.002087235,0.0002162579,0.0001112607,0.00009488303,0.02108532],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04026478,"threshold_uncertainty_score":0.2129431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007092176684462122,"score_gpt":0.2160048956434153,"score_spread":0.2089127189589532,"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."}}