{"id":"W7015976749","doi":"","title":"What Can Systems Thinkers Learn From Civic Tech? | Dorothy Eng + Curtis McCord | Systems Thinking Ontario | 2024-05-13","year":2024,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Officer; Systems thinking; Democracy; Civic engagement; Chief executive officer; Civics","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":[0.01215166,0.001037176,0.0007761265,0.001509841,0.009019854,0.01506672,0.001331539,0.006682313,0.03775847],"category_scores_gemma":[0.01735639,0.0007501249,0.0008271766,0.001598138,0.01342662,0.01291823,0.004961301,0.01344745,0.01348721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0315303,"about_ca_system_score_gemma":0.03611425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.115013,"about_ca_topic_score_gemma":0.1784653,"domain_scores_codex":[0.9898169,0.004281213,0.0002863267,0.00100852,0.00334666,0.001260349],"domain_scores_gemma":[0.9792548,0.009564613,0.0005603255,0.0007609287,0.005204253,0.004655105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002011663,0.00002831068,0.0003068701,0.0003137325,0.000007216576,0.00008454007,0.009280126,0.0001242558,0.0003207391,0.0645299,0.8955342,0.0294501],"study_design_scores_gemma":[0.000005050873,0.000008912417,0.0001515311,0.0003596158,0.000002227044,0.00002337878,0.003804866,0.00009541985,0.000150411,0.01109949,0.9842826,0.00001662875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0012664,0.01892375,0.003628174,0.880114,0.01154305,0.000054441,0.0002858316,0.0002963376,0.08388805],"genre_scores_gemma":[0.1167097,0.07412467,0.01448396,0.1783479,0.0137252,0.0005585417,0.00104854,0.001973502,0.599028],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.884987,"threshold_uncertainty_score":0.2287694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007688726086546561,"score_gpt":0.1878351615642677,"score_spread":0.1801464354777211,"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."}}