{"id":"W4411314247","doi":"10.1002/sd.70010","title":"Stakeholder Roles in Community Development: Multinationals, Government and Citizens Roles","year":2025,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"Athabasca University","keywords":"Stakeholder; Business; Government (linguistics); Stakeholder engagement; Environmental planning; Environmental resource management; Public administration; Public relations; Political science; Economics; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008064481,0.0001673325,0.000165537,0.00108777,0.003993249,0.0052497,0.0004859936,0.0008649152,0.004378758],"category_scores_gemma":[0.008352721,0.0001340778,0.0001369631,0.0008064374,0.00960883,0.003122005,0.004547851,0.0009818139,0.0001125482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005188662,"about_ca_system_score_gemma":0.007543884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01814447,"about_ca_topic_score_gemma":0.02865967,"domain_scores_codex":[0.9910425,0.007158744,0.00008926005,0.0001677339,0.0005677275,0.000974078],"domain_scores_gemma":[0.9897251,0.005582182,0.001051437,0.0002404498,0.001011248,0.002389575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001226241,0.0003606874,0.1550435,0.0002907064,0.00003643513,0.001939454,0.256098,0.001267071,0.0007617126,0.5214481,0.00464604,0.05798576],"study_design_scores_gemma":[0.00003949137,0.0001227233,0.06454553,0.0008303114,0.00001936764,0.0004731836,0.7573755,0.002639755,0.0005786729,0.0746121,0.0987097,0.00005376191],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8103305,0.001794824,0.00292743,0.01870114,0.00007953872,0.00007343281,0.00002606966,0.000008954415,0.1660582],"genre_scores_gemma":[0.9987057,0.0001404371,0.0001010709,0.0001119017,0.000003339098,0.00000689425,0.000001776326,0.000001102893,0.0009276935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01814447,"threshold_uncertainty_score":0.04264957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03178089040879242,"score_gpt":0.237236623957798,"score_spread":0.2054557335490055,"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."}}