{"id":"W7112278352","doi":"","title":"Societal impact:A framework for enhancing the transformative potential in strategic projects","year":2024,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Appreciative Inquiry and Organizational Change","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Transformative learning; Strategic planning; Work (physics); Perspective (graphical); Context (archaeology)","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":[0.01672725,0.001221434,0.0005049476,0.007264971,0.006354848,0.01635702,0.002688695,0.003380935,0.01449518],"category_scores_gemma":[0.03344196,0.0005160508,0.001091887,0.004286376,0.0201375,0.01699887,0.01480836,0.003644262,0.0009276236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008364352,"about_ca_system_score_gemma":0.009145346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003288938,"about_ca_topic_score_gemma":0.004730593,"domain_scores_codex":[0.9807407,0.01400933,0.0005119975,0.0008010088,0.002390027,0.001546868],"domain_scores_gemma":[0.9748709,0.0161284,0.001649138,0.002207939,0.002840452,0.002303073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002542013,0.0000908021,0.001361093,0.0001161286,0.00001447728,0.0001116973,0.006680396,0.001926098,0.0001799089,0.9676589,0.0006559194,0.02117918],"study_design_scores_gemma":[0.00003542424,0.0001383886,0.002378659,0.0003141748,0.00005483652,0.0001421533,0.02005036,0.00595633,0.0005742225,0.9227286,0.04758198,0.0000448815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06004467,0.0008589958,0.2172431,0.01605814,0.0002788581,0.0006373149,0.000144829,0.0002939316,0.7044401],"genre_scores_gemma":[0.9547734,0.0003384335,0.03843239,0.0002940751,0.00004832321,0.0005343665,0.00005963877,0.00006295806,0.00545632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01672725,"threshold_uncertainty_score":0.08846325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0574017162507858,"score_gpt":0.2858374905732002,"score_spread":0.2284357743224144,"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."}}