{"id":"W218619863","doi":"10.1080/15487733.2005.11907970","title":"Uncertainty, innovation, and dynamic sustainable development","year":2005,"lang":"en","type":"article","venue":"Sustainability Science Practice and Policy","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Sustainable development; Precautionary principle; Process (computing); Biosphere; Natural (archaeology); Oxymoron; Eco-efficiency; Business; Risk analysis (engineering); Environmental resource management; Environmental ethics; Economics; Political science; Computer science; Ecology; Law; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009052492,0.0007206251,0.000818663,0.002403227,0.003575993,0.007025697,0.001073495,0.0040106,0.002995891],"category_scores_gemma":[0.0109113,0.0002810353,0.0006773253,0.002036635,0.03227954,0.008700105,0.005369491,0.004029069,0.0002894833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00813179,"about_ca_system_score_gemma":0.004858669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004405581,"about_ca_topic_score_gemma":0.003086012,"domain_scores_codex":[0.9920143,0.00426117,0.0002272454,0.0007332345,0.002026099,0.0007378969],"domain_scores_gemma":[0.9878209,0.009396941,0.0008608563,0.0005248291,0.0008737292,0.0005227106],"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":[0.000004892511,0.000006923922,0.0001181064,0.00004506472,0.000007833197,0.00003856819,0.0004615642,0.00174405,0.00003052004,0.9916403,0.000808072,0.005094051],"study_design_scores_gemma":[0.000003111629,0.000004771001,0.00006213786,0.00005156487,0.000002429663,0.00002260667,0.0002483517,0.0006969525,0.00003689719,0.9882934,0.01057135,0.000006399753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04667839,0.08814945,0.2025229,0.1645657,0.001535115,0.000211898,0.0001782908,0.0001139802,0.4960442],"genre_scores_gemma":[0.94371,0.02330232,0.01708409,0.005281834,0.001037124,0.0002545376,0.0000589833,0.00002773914,0.009243313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009052492,"threshold_uncertainty_score":0.05900049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05051388655898243,"score_gpt":0.4464635928774225,"score_spread":0.3959497063184401,"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."}}