{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0136425,0.001312511,0.00182497,0.004073425,0.02020385,0.02547426,0.003013946,0.004084751,0.01820103],"category_scores_gemma":[0.02612441,0.000516574,0.001615807,0.01137835,0.01631564,0.01272646,0.006978808,0.006694148,0.002163442],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1788022,"about_ca_system_score_gemma":0.4481867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9816121,"about_ca_topic_score_gemma":0.9894829,"domain_scores_codex":[0.9779413,0.003929737,0.0003946466,0.001488824,0.009894447,0.006351052],"domain_scores_gemma":[0.9708766,0.005589897,0.0006860959,0.001819461,0.01417227,0.006855675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000139061,0.0002173705,0.01850606,0.003628131,0.0002805853,0.000312625,0.0295287,0.002031382,0.000849341,0.2779289,0.2857001,0.3808778],"study_design_scores_gemma":[0.00005947275,0.00008945438,0.02573129,0.006088644,0.0002523101,0.0001170613,0.04847016,0.001177362,0.001045143,0.05795094,0.858804,0.000214105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03109987,0.08013392,0.006033828,0.5182267,0.004615592,0.0003553279,0.00242427,0.0006542139,0.3564562],"genre_scores_gemma":[0.6917568,0.1207511,0.01822941,0.08539305,0.001327823,0.0005448997,0.002378891,0.0009605579,0.07865743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1788022,"threshold_uncertainty_score":0.952473,"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."}}