{"id":"W2496875708","doi":"10.4018/978-1-4666-4177-8.ch012","title":"Evaluating Sustainability on Projects Using Indicators","year":2013,"lang":"en","type":"book-chapter","venue":"Practice, progress, and proficiency in sustainability","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amec Foster Wheeler (Canada)","funders":"","keywords":"Sustainability; Strengths and weaknesses; Hierarchy; Environmental resource management; Business; Computer science; Environmental science; Economics; Ecology; Psychology","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":[0.004481039,0.001007795,0.0008471036,0.0004958932,0.0006768837,0.000243001,0.0006215525,0.0007402339,0.001577808],"category_scores_gemma":[0.003636192,0.0009438432,0.0001613407,0.0005428075,0.002505976,0.001476009,0.001251223,0.001485133,0.0001293325],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008307762,"about_ca_system_score_gemma":0.0009761806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152632,"about_ca_topic_score_gemma":0.00002730974,"domain_scores_codex":[0.9931515,0.000464511,0.001206494,0.002098687,0.001544545,0.001534236],"domain_scores_gemma":[0.9967774,0.000571811,0.0009913909,0.001104636,0.0001957245,0.0003590704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009941747,0.002019089,0.4519943,0.002999169,0.0001102639,0.0004360545,0.009959935,0.001069895,0.000008463219,0.02559246,0.0007200324,0.5040962],"study_design_scores_gemma":[0.004090232,0.004046979,0.2983636,0.000576009,0.0006517845,0.0001795534,0.03625335,0.005648158,0.0001242256,0.436468,0.2066958,0.00690233],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7129632,0.001066031,0.00001540102,0.00241355,0.0002263679,0.01026074,0.00001246221,0.0001681443,0.2728741],"genre_scores_gemma":[0.9423037,0.0002201132,0.002150207,0.0004837831,0.00014293,0.0008032331,0.00003518597,0.0001687098,0.0536921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4971938,"threshold_uncertainty_score":0.9993349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461861743920079,"score_gpt":0.3457582997510192,"score_spread":0.3111396823118184,"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."}}