{"id":"W4300699066","doi":"10.25518/ciriec.wp202107","title":"Challenges of impact measurement in an emergent social economy","year":2021,"lang":"en","type":"report","venue":"Working paper/Working paper CIRIEC ...","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université du Québec à Montréal","keywords":"Social economy; Government (linguistics); Political science; Social change; Relevance (law); Field (mathematics); Social Welfare; Diversity (politics); Economy; Economics; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005175718,0.0009309531,0.002621755,0.0008554588,0.0004478514,0.0002856853,0.001064683,0.001086446,0.001784552],"category_scores_gemma":[0.000396613,0.001152579,0.00104859,0.0007996206,0.0001527388,0.0003690722,0.000441184,0.001535459,0.00005340072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003210505,"about_ca_system_score_gemma":0.001415315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002042694,"about_ca_topic_score_gemma":0.01040645,"domain_scores_codex":[0.9941451,0.0002661546,0.002669162,0.001220386,0.0005300031,0.001169216],"domain_scores_gemma":[0.9961218,0.0001478225,0.001929416,0.001187851,0.0003559766,0.0002570855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002198863,0.002806875,0.4485005,0.001665203,0.004884225,0.0002142263,0.06906499,0.0002180916,0.0002081385,0.03727393,0.01231706,0.4226269],"study_design_scores_gemma":[0.0007949005,0.0001062545,0.2714535,0.001285316,0.0000736291,0.000009202896,0.001330853,0.00001443202,0.000009897438,0.004082295,0.7193435,0.00149621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02278834,0.0837872,0.00001942331,0.00176511,0.003165195,0.0007786676,0.00004706707,0.0001487311,0.8875003],"genre_scores_gemma":[0.9812453,0.01566032,0.0001310023,0.0002454581,0.001543655,0.00009854723,0.0001911715,0.0002166871,0.0006678237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.958457,"threshold_uncertainty_score":0.9991279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2951898112010385,"score_gpt":0.3304932080482429,"score_spread":0.0353033968472044,"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."}}