{"id":"W4406105602","doi":"10.3126/idjina.v3i2.73200","title":"Collaborative Governance for Sustainable Development in Nepal: Lessons from Large-Scale Infrastructure Projects","year":2024,"lang":"en","type":"article","venue":"Interdisciplinary Journal of Innovation in Nepalese Academia","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wycliffe College","funders":"National IT Industry Promotion Agency","keywords":"Corporate governance; Sustainable development; Business; Equity (law); Sustainability; Project governance; Environmental resource management; Environmental planning; Economic growth; Political science; Economics; Finance; Geography","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"],"consensus_categories":[],"category_scores_codex":[0.002191589,0.0002932438,0.0004269385,0.001867322,0.0001495869,0.0004446736,0.0005748179,0.0004038798,0.00005382699],"category_scores_gemma":[0.0007830726,0.0002628588,0.00006362719,0.006216405,0.00005595183,0.004453836,0.0006583786,0.001451896,0.00001345415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008073119,"about_ca_system_score_gemma":0.0007956695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001665718,"about_ca_topic_score_gemma":0.0001866059,"domain_scores_codex":[0.9969115,0.00003446778,0.001643233,0.0003923436,0.0004542591,0.0005642257],"domain_scores_gemma":[0.9974416,0.0001725847,0.0009812157,0.0001532084,0.001232579,0.0000187504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.003750211,0.0007309424,0.2090961,0.003935288,0.000460927,0.001769223,0.04366175,0.003608884,0.009039247,0.4388358,0.2568465,0.02826512],"study_design_scores_gemma":[0.005216282,0.0001271503,0.419181,0.004745851,0.00006499016,0.00004114684,0.04755287,0.02254238,0.002870222,0.1370023,0.3594923,0.001163462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830344,0.0006293572,0.002279895,0.00978956,0.000659108,0.0007724398,0.00001721803,0.00005242343,0.002765554],"genre_scores_gemma":[0.9947146,0.00002092337,0.003064826,0.0005975491,0.001089893,0.0001131419,0.00007069969,0.00004846746,0.000279881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3018335,"threshold_uncertainty_score":0.9999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968538613738261,"score_gpt":0.328546773807508,"score_spread":0.3088613876701254,"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."}}