{"id":"W2802781340","doi":"10.1177/1098214018763553","title":"Evaluating Social Innovations","year":2018,"lang":"en","type":"article","venue":"American Journal of Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Variety (cybernetics); Psychological intervention; Management science; Conceptual framework; Computer science; Knowledge management; Sociology; Engineering ethics; Psychology; Social science; Economics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1713789,0.001647837,0.002029701,0.006742428,0.001579147,0.006889093,0.001799242,0.001922302,0.006919329],"category_scores_gemma":[0.3296553,0.0004090881,0.001917049,0.004527533,0.003589458,0.005487453,0.003952455,0.001264989,0.0004191913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00747007,"about_ca_system_score_gemma":0.01028104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001468389,"about_ca_topic_score_gemma":0.003383617,"domain_scores_codex":[0.7264995,0.2377928,0.01287694,0.003284745,0.01809296,0.001453153],"domain_scores_gemma":[0.5541863,0.3911916,0.01737155,0.007212576,0.02765054,0.002387309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0015708,0.001737356,0.02219985,0.03847276,0.003730101,0.000193853,0.01293815,0.008654835,0.001579754,0.07033233,0.006294911,0.8322953],"study_design_scores_gemma":[0.004553753,0.04761819,0.08520885,0.1558338,0.01829831,0.0007481138,0.08245593,0.04097948,0.03118846,0.3165852,0.2156029,0.0009270485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5218914,0.08301069,0.1863139,0.01401749,0.002895264,0.03659081,0.001848713,0.0004633503,0.1529683],"genre_scores_gemma":[0.8224733,0.01465473,0.1493143,0.001099307,0.0002876918,0.009540528,0.0004463416,0.00007339763,0.002110443],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1713789,"threshold_uncertainty_score":0.9063493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4567176324915049,"score_gpt":0.6367359267377268,"score_spread":0.180018294246222,"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."}}