{"id":"W2073530979","doi":"10.2495/sdp-v7-n4-397-411","title":"Mathematical clustering integrated with swot analysis as a tool for design of sustainable development strategies","year":2012,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SWOT analysis; Cluster analysis; Scope (computer science); Strategic planning; Sustainable development; Computer science; Set (abstract data type); Process management; Operations research; Management science; Business; Engineering; Artificial intelligence; Political science; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007186972,0.0002552354,0.0006297303,0.002108744,0.000231143,0.0007956527,0.000750499,0.00009007402,0.0002061512],"category_scores_gemma":[0.002736561,0.0001748336,0.0001100823,0.000929991,0.00006850438,0.001717964,0.0002616863,0.000181303,0.000004548355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005401,"about_ca_system_score_gemma":0.001157515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000891875,"about_ca_topic_score_gemma":0.000001266855,"domain_scores_codex":[0.995533,0.0001305918,0.001678105,0.0002571477,0.001829669,0.0005714732],"domain_scores_gemma":[0.9922893,0.001839468,0.001114163,0.0001526258,0.00443163,0.0001728357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01769228,0.00162719,0.1240524,0.0008130824,0.01451388,0.0081945,0.3508434,0.2844823,0.001824339,0.09493672,0.003628128,0.09739181],"study_design_scores_gemma":[0.003819651,0.0003865279,0.03916152,0.0007480336,0.0003823738,0.0006502476,0.8699305,0.02086783,0.006121089,0.01496269,0.04198058,0.0009889414],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4755418,0.0001417091,0.5237289,0.00004490716,0.00008985418,0.0002004682,0.000001037038,0.00000668931,0.0002446224],"genre_scores_gemma":[0.7517036,0.0000024609,0.2465208,0.00003601425,0.00006834477,0.00001929726,0.000005828036,0.00001362208,0.001630019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5190871,"threshold_uncertainty_score":0.7672498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09861162550982534,"score_gpt":0.3877851536658471,"score_spread":0.2891735281560218,"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."}}