{"id":"W4384704021","doi":"10.3138/cjpe.76349","title":"Sustainability-Ready Evaluation: A Call to Action","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Nexus (standard); Call to action; Work (physics); Action (physics); Sustainability science; Environmental resource management; Business; Sustainability organizations; Environmental planning; Political science; Computer science; Engineering; Ecology; Marketing; Geography; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4765599,0.002637446,0.006325006,0.006822594,0.01642351,0.03952872,0.01188937,0.05050661,0.01389808],"category_scores_gemma":[0.4634505,0.001837676,0.006033534,0.005496797,0.0584407,0.0542597,0.03205206,0.08239473,0.003432826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04343292,"about_ca_system_score_gemma":0.2993187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03087732,"about_ca_topic_score_gemma":0.04381654,"domain_scores_codex":[0.5569977,0.3104963,0.02045334,0.01241518,0.08443131,0.01520626],"domain_scores_gemma":[0.2363942,0.5403627,0.01561474,0.02872677,0.1026893,0.07621226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002383213,0.0007080132,0.001877848,0.003233185,0.0002089013,0.0003364424,0.007809226,0.001079681,0.0004210241,0.1199758,0.6620186,0.2020929],"study_design_scores_gemma":[0.0002388752,0.0002510664,0.002021551,0.01327917,0.000121633,0.0003778649,0.01571396,0.001151308,0.0004156592,0.2222362,0.7438359,0.0003568543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003557453,0.009286715,0.004664472,0.9780294,0.003818152,0.0001090171,0.00002372856,0.0001673186,0.003545487],"genre_scores_gemma":[0.04671312,0.02843272,0.0736609,0.8336502,0.009620207,0.001150298,0.0002407617,0.0004441969,0.006087637],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4765599,"threshold_uncertainty_score":0.6454948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5953134200335379,"score_gpt":0.6226408964927189,"score_spread":0.02732747645918099,"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."}}