{"id":"W7154808687","doi":"","title":"Scaling Social Innovation in Canada: Doing more of what works","year":2025,"lang":"en","type":"article","venue":"TSpace","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social innovation; Scale (ratio); Field (mathematics); Scaling; Innovation management; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003404465,0.00007574743,0.0001421296,0.0003290845,0.00011049,0.00005390058,0.0001279638,0.00008640802,0.00001851668],"category_scores_gemma":[0.00009310227,0.00008209255,0.00001179843,0.002471102,0.0000554768,0.0004565443,0.0001305463,0.0001801238,0.000001466069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002278918,"about_ca_system_score_gemma":0.0002461566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1556544,"about_ca_topic_score_gemma":0.1155594,"domain_scores_codex":[0.9993634,0.000004978013,0.000254177,0.0001165546,0.0001092077,0.0001516748],"domain_scores_gemma":[0.9996125,0.00002140296,0.0001485889,0.00006316399,0.000153499,8.811642e-7],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002881599,0.00003399446,0.04438122,0.0001949916,0.00003964026,0.000005660951,0.001918575,0.00006738928,0.0003235526,0.6968234,0.002161102,0.2540217],"study_design_scores_gemma":[0.002631238,0.000004335702,0.4607934,0.003104859,0.00006025001,4.559728e-7,0.4062256,0.00383519,0.008040953,0.05625959,0.05797043,0.001073749],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756966,0.000109636,0.001699918,0.006191196,0.0003563279,0.0001190459,7.698053e-8,0.00003171445,0.0157955],"genre_scores_gemma":[0.9975853,0.000008609872,0.0004706364,0.001714371,0.00007502882,0.00001166384,0.000008483041,0.000005230078,0.0001206644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6405637,"threshold_uncertainty_score":0.9005793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820681793749387,"score_gpt":0.2776384945483792,"score_spread":0.2594316766108853,"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."}}