{"id":"W4321787473","doi":"10.1002/geo2.118","title":"Understanding governance barriers and enablers for municipal and regional transition towards sustainability—Presenting a comprehensive diagnostic tool based on six case studies in Sweden","year":2023,"lang":"en","type":"article","venue":"Geo Geography and Environment","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"European Observation Network for Territorial Development and Cohesion; Interreg; Region Blekinge; Region Jönköpings läns","keywords":"Sustainability; Reductionism; Corporate governance; Process management; Knowledge management; Perspective (graphical); Work (physics); Action (physics); Business; Core (optical fiber); Political science; Management science; Computer science; 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":[0.008998486,0.0004204954,0.0004220769,0.004105351,0.002887856,0.004343634,0.0008204569,0.0009616402,0.001192786],"category_scores_gemma":[0.00886998,0.0003397846,0.0004506409,0.003809659,0.003312824,0.002450652,0.004292934,0.0008975335,0.0001094567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005724129,"about_ca_system_score_gemma":0.003214265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01712365,"about_ca_topic_score_gemma":0.03300052,"domain_scores_codex":[0.9944277,0.003965408,0.0003346947,0.0002446108,0.0004432076,0.0005843861],"domain_scores_gemma":[0.9880971,0.008815874,0.001200149,0.0005488215,0.0009934577,0.0003446536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002089046,0.0004109246,0.251682,0.001277395,0.0000910592,0.006614679,0.6340991,0.003700239,0.003232167,0.02043236,0.001222233,0.077029],"study_design_scores_gemma":[0.00001952749,0.0002059948,0.08025655,0.0008517442,0.0000791433,0.0008139291,0.8993859,0.002718895,0.001905686,0.003841562,0.009882498,0.00003865694],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938572,0.0002561044,0.002231365,0.0002279409,0.00000519314,0.0001390226,0.00005000545,0.000007338785,0.003225754],"genre_scores_gemma":[0.9975516,0.0001836479,0.001877291,0.00001266306,0.000001216653,0.00007744143,0.00004076703,0.000002772716,0.0002526492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01712365,"threshold_uncertainty_score":0.04758912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08562903020139116,"score_gpt":0.2883186601752617,"score_spread":0.2026896299738705,"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."}}