{"id":"W2997210638","doi":"10.18296/10.18296/em.0045","title":"Evaluation for the Anthropocene: Sustainability","year":2019,"lang":"en","type":"article","venue":"Evaluation Matters—He Take Tō Te Aromatawai","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anthropocene; Sustainability; Environmental ethics; Geography; Environmental resource management; Earth science; Geology; Environmental science; Philosophy; Ecology; Biology","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":[0.141725,0.0007705182,0.0007726504,0.00319635,0.007324168,0.01536829,0.002040132,0.00940232,0.02294222],"category_scores_gemma":[0.1153555,0.0004750295,0.000730752,0.002503499,0.01890941,0.0102508,0.009514043,0.00983761,0.002029325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0297377,"about_ca_system_score_gemma":0.08698196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09627903,"about_ca_topic_score_gemma":0.2182182,"domain_scores_codex":[0.9435002,0.0311044,0.00247191,0.002215481,0.01651429,0.004193701],"domain_scores_gemma":[0.8919813,0.04281761,0.003799891,0.004687557,0.04118358,0.01553001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007216169,0.0001022483,0.0008282004,0.0005762053,0.00003461765,0.00009897528,0.0028407,0.0003415489,0.0005612109,0.2160951,0.6253771,0.153072],"study_design_scores_gemma":[0.00001665356,0.00003222867,0.00114682,0.001533642,0.00001565684,0.00003943425,0.001665292,0.0001468764,0.000353359,0.03926107,0.9557542,0.00003468203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001844341,0.03267678,0.01893305,0.841044,0.01438148,0.0005009529,0.0001341195,0.0001936201,0.09029166],"genre_scores_gemma":[0.2403052,0.08431079,0.07096796,0.3245403,0.0199284,0.001839204,0.0005095158,0.001781986,0.2558167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.141725,"threshold_uncertainty_score":0.7495223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1718711270403162,"score_gpt":0.5075115200045145,"score_spread":0.3356403929641983,"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."}}