{"id":"W7062363992","doi":"","title":"Sustainable growth with sustainable resources: Using change management, participative consultation, and grassroots planning for a new future","year":2016,"lang":"en","type":"article","venue":"","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Change management (ITSM); Situated; Process (computing); Order (exchange); Value (mathematics); Library management; Participatory management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04773131,0.0009972454,0.0006721673,0.002798262,0.01578695,0.02629037,0.003500555,0.005584409,0.005047423],"category_scores_gemma":[0.02462651,0.00068141,0.0009612733,0.00294252,0.0296805,0.01848701,0.02145931,0.006532237,0.0009527875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01715421,"about_ca_system_score_gemma":0.0451994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051746,"about_ca_topic_score_gemma":0.03124386,"domain_scores_codex":[0.9491741,0.04005123,0.0008826033,0.002343149,0.005104534,0.002444353],"domain_scores_gemma":[0.9696699,0.02234207,0.001528248,0.00201555,0.00196238,0.002481716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001335045,0.0007838408,0.004336015,0.001802071,0.00009866437,0.001602555,0.3271467,0.005527391,0.002492239,0.226013,0.02751684,0.4025472],"study_design_scores_gemma":[0.00009184072,0.0004053173,0.003138598,0.002682064,0.00007912629,0.0006036034,0.3407783,0.006472099,0.004031702,0.2710997,0.370409,0.0002086031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1276813,0.006066522,0.2699651,0.2043791,0.00155501,0.003853065,0.0001552946,0.001309232,0.3850354],"genre_scores_gemma":[0.7427002,0.003689936,0.2229151,0.009300461,0.0002220528,0.001982003,0.00009234497,0.0002364637,0.01886145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04773131,"threshold_uncertainty_score":0.2524303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845289806413691,"score_gpt":0.2453900504699641,"score_spread":0.2269371524058272,"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."}}