{"id":"W1495197000","doi":"10.1016/j.resourpol.2015.05.001","title":"Inefficiency and sustainability","year":2015,"lang":"en","type":"article","venue":"Resources Policy","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Inefficiency; Planner; Sustainability; Social planner; Economics; Microeconomics; Stock (firearms); Investment (military); Production (economics); Environmental economics; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002995028,0.0001399209,0.000113627,0.0000776876,0.0001195132,0.00004111553,0.0001807147,0.00005470672,0.000197168],"category_scores_gemma":[0.0003063962,0.0001243353,0.00002409426,0.0003972442,0.0004152419,0.0001706734,0.0005139422,0.00008058765,0.0002572532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007734646,"about_ca_system_score_gemma":0.00004968303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004040826,"about_ca_topic_score_gemma":0.00002637712,"domain_scores_codex":[0.9988175,0.00004640934,0.0001492461,0.0002772637,0.0002751775,0.0004344293],"domain_scores_gemma":[0.9993722,0.00002301986,0.00003963779,0.0002151227,0.000006460906,0.0003435824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007164409,0.0002186878,0.8737102,0.00003982518,0.00001290441,0.00003792646,0.02137184,0.002509012,0.0001465395,0.002973097,0.0168189,0.0820894],"study_design_scores_gemma":[0.0006574542,0.0001176012,0.4688065,0.000003054663,0.000006550992,0.00003095415,0.005020517,0.0004909397,0.0001127342,0.01665275,0.5077478,0.0003531536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9116923,0.00006391871,0.00002841534,0.002369184,0.00001653106,0.0001514693,0.000001057608,0.00005499025,0.08562217],"genre_scores_gemma":[0.9926233,0.00001241684,0.000156988,0.0006083431,0.0001034963,0.00001339166,0.000001727318,0.00001324604,0.006467143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4909289,"threshold_uncertainty_score":0.6108547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009238648189430005,"score_gpt":0.240334141795222,"score_spread":0.231095493605792,"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."}}