{"id":"W2019089748","doi":"10.3390/su3091341","title":"Accounting for Sustainability: A Dissenting Opinion","year":2011,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dissenting opinion; Sustainability; Economics; Minimax; Generalization; Foundation (evidence); Microeconomics; Public economics; Accounting; Mathematics; Political science; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001275278,0.0003087613,0.0002614293,0.00007382377,0.0005100928,0.00005139193,0.0004165954,0.0001353088,0.001435517],"category_scores_gemma":[0.001801724,0.0003044849,0.0001794928,0.0004288132,0.0004851944,0.0006352424,0.0006298589,0.0001652023,0.00005471985],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003972415,"about_ca_system_score_gemma":0.0001598562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590308,"about_ca_topic_score_gemma":0.00003885477,"domain_scores_codex":[0.9972732,0.00008306244,0.0004647116,0.0007650285,0.0003165569,0.001097463],"domain_scores_gemma":[0.9988426,0.0001166076,0.0001492558,0.0005802699,0.0001192818,0.0001919585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001780956,0.0003625202,0.9523193,0.0003744675,0.0000189515,0.000008877448,0.005065462,0.00006540519,0.00005671493,0.004557765,0.001214083,0.03577836],"study_design_scores_gemma":[0.0006681316,0.000126887,0.6757784,0.000007334523,0.00002093174,0.000005632766,0.01555096,0.0004229293,0.0007190938,0.2810854,0.02501341,0.0006008427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804212,0.0000243075,0.002481227,0.0008916971,0.0002250766,0.002137111,0.000004876101,0.0001921621,0.01362236],"genre_scores_gemma":[0.9950783,0.000003762581,0.002282477,0.0001652005,0.00008833936,0.0004060064,0.00001771427,0.00004106633,0.001917087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2765408,"threshold_uncertainty_score":0.9999408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621327891795473,"score_gpt":0.2609823553277381,"score_spread":0.2447690764097833,"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."}}