{"id":"W82432138","doi":"","title":"PRINCIPLES TO PRACTICE: STRIVING FOR SUSTAINABLE DEVELOPMENT IN AN ENERGY MEGAPROJECT","year":2002,"lang":"en","type":"article","venue":"17th World Petroleum Congress","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Megaproject; Sustainable development; Environmental planning; Business; Political science; Engineering; Environmental science; Systems engineering","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":[0.04669238,0.001358695,0.0007920559,0.001690494,0.01740908,0.02403237,0.004414032,0.02134689,0.004811485],"category_scores_gemma":[0.04330463,0.001077329,0.000985372,0.002134081,0.04216434,0.01411951,0.01886252,0.02044162,0.002714137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01132475,"about_ca_system_score_gemma":0.06478957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007710204,"about_ca_topic_score_gemma":0.01829476,"domain_scores_codex":[0.9503487,0.03169304,0.002014119,0.002724916,0.009483033,0.003736163],"domain_scores_gemma":[0.9705151,0.01153465,0.001711227,0.003206877,0.006168045,0.006864022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002872602,0.0003123042,0.00184496,0.0005308326,0.00003746908,0.0008814789,0.05071294,0.001914343,0.0006901317,0.7410869,0.094618,0.1073419],"study_design_scores_gemma":[0.00003537464,0.0001044922,0.00111239,0.002077615,0.00001773078,0.0005764285,0.0349544,0.001056684,0.0009247601,0.5761146,0.3829437,0.0000819194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01315282,0.003816064,0.1807369,0.6139002,0.002448243,0.0009743889,0.00004654707,0.0004354272,0.1844894],"genre_scores_gemma":[0.4403965,0.006235428,0.4293163,0.06202208,0.0007447277,0.002456185,0.0001023632,0.000473412,0.05825306],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04669238,"threshold_uncertainty_score":0.2469358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03153147655137144,"score_gpt":0.3062768568350505,"score_spread":0.2747453802836791,"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."}}