{"id":"W3013705956","doi":"10.1002/9781119434016.ch29","title":"Artificial Intelligence and Computational Sustainability","year":2020,"lang":"en","type":"other","venue":"Sustainability","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Sustainability; Computer science; Exploit; Population; Artificial intelligence; Data science; Management science; Automation; Big data; Engineering; Computer security; Data mining","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002901496,0.0009588909,0.0007854092,0.002229098,0.002035709,0.007433033,0.001188595,0.003838062,0.0158621],"category_scores_gemma":[0.006585597,0.0002569513,0.0006476735,0.002768795,0.0154256,0.008481617,0.004746317,0.004955135,0.002961815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004720259,"about_ca_system_score_gemma":0.003422104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003133038,"about_ca_topic_score_gemma":0.002310832,"domain_scores_codex":[0.9973472,0.001276641,0.0001236121,0.0004300011,0.0006117782,0.0002106422],"domain_scores_gemma":[0.9965006,0.00227318,0.0001634105,0.0004894335,0.0003960463,0.0001772403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002837019,0.00000445873,0.00007204686,0.00006284746,0.000004718925,0.0000161618,0.00007773581,0.000528047,0.00002115949,0.9815208,0.007695577,0.009993581],"study_design_scores_gemma":[0.000002342484,0.000003160832,0.0000659157,0.0001180379,0.000001968987,0.00002838297,0.00007238569,0.000614938,0.00004331908,0.8897337,0.1093104,0.000005303737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004001834,0.09936817,0.07077045,0.1197199,0.003079814,0.00009242299,0.0004778247,0.0004014671,0.702088],"genre_scores_gemma":[0.5337483,0.1831882,0.09272673,0.03564498,0.01261063,0.0008373587,0.001422873,0.0007586798,0.1390622],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0158621,"threshold_uncertainty_score":0.05306405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04669015621228542,"score_gpt":0.3037793969947751,"score_spread":0.2570892407824896,"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."}}