{"id":"W2990067988","doi":"10.5539/jms.v9n2p173","title":"Sustainability Indicators: Relevance, Public Policy Support and Challenges","year":2019,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Relevance (law); Context (archaeology); Management science; Public policy; Process management; Sustainability organizations; Knowledge management; Computer science; Business; Political science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001987948,0.0002609213,0.0003750378,0.0003968976,0.0001582585,0.00008690335,0.0003156429,0.0001127249,0.0004190526],"category_scores_gemma":[0.0003770194,0.0002235758,0.00009168455,0.0004797749,0.0004839547,0.0009294873,0.0008646725,0.0002701421,0.0000175399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655955,"about_ca_system_score_gemma":0.0001577834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007404882,"about_ca_topic_score_gemma":0.000008607765,"domain_scores_codex":[0.997663,0.0001530155,0.000566307,0.0004361002,0.0005538958,0.0006276342],"domain_scores_gemma":[0.9988367,0.000104258,0.0003091926,0.0003694426,0.00005945237,0.0003209334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001118397,0.0002289651,0.7321897,0.0008449812,0.00006662983,0.00007155354,0.001085715,0.00003641067,0.000001424318,0.01130369,0.0008870359,0.2531721],"study_design_scores_gemma":[0.0008033728,0.0002598944,0.6835274,0.000006982007,0.00002472338,0.00002887358,0.01185073,0.0000145688,0.00000607658,0.03225811,0.2710017,0.0002175947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596977,0.0007639145,0.00003483478,0.01606139,0.00007473687,0.0007265116,9.218251e-7,0.00002115438,0.02261885],"genre_scores_gemma":[0.9905664,0.004976352,0.0002225366,0.0002751025,0.00005997494,0.00001298447,0.000001320725,0.00001767627,0.003867663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2701147,"threshold_uncertainty_score":0.9117157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008154166046307835,"score_gpt":0.2288168543571835,"score_spread":0.2206626883108757,"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."}}