{"id":"W4236759579","doi":"10.18296/em.0047","title":"Evaluation for the Anthropocene: Challenges ahead and making it happen","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; History; Environmental ethics; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.04148109,0.0003095018,0.0003927902,0.0003146847,0.0005896869,0.0005906294,0.0007618564,0.00012229,0.01399633],"category_scores_gemma":[0.001763678,0.0002075828,0.0001415838,0.0004392205,0.0001472121,0.001124589,0.0001639112,0.0001752169,0.002153847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002037192,"about_ca_system_score_gemma":0.0004697751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000172564,"about_ca_topic_score_gemma":0.000210694,"domain_scores_codex":[0.9904594,0.001179237,0.001036116,0.000885893,0.006008499,0.0004307937],"domain_scores_gemma":[0.9936343,0.002583394,0.0006974405,0.001226386,0.001767724,0.00009078824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009128026,0.00009681308,0.006744609,0.00006060665,0.0001714162,2.938012e-7,0.004116552,0.005174061,0.0006069127,0.002075301,0.09808012,0.882782],"study_design_scores_gemma":[0.002776298,0.0002150679,0.146972,0.0001107139,0.0003958076,0.00001525714,0.009489025,0.7068089,0.0002017036,0.02100268,0.1116182,0.0003943816],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4028884,0.008224248,0.007952988,0.5331841,0.004655791,0.01346357,0.0001031878,0.000213948,0.02931374],"genre_scores_gemma":[0.9902487,0.0002596807,0.001008723,0.006639084,0.0002339942,0.0005371781,0.00005347785,0.00003608175,0.0009831146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8823876,"threshold_uncertainty_score":0.9986231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3489159719402883,"score_gpt":0.5177430182061655,"score_spread":0.1688270462658772,"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."}}