{"id":"W3041460958","doi":"10.2139/ssrn.3624305","title":"Successfully Scaled Solutions Need Not be Homogenous","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Econometrics; Computer science; Mathematics","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":[0.03090222,0.0008795538,0.001277579,0.002500878,0.00484169,0.01435561,0.003118776,0.004150867,0.02100102],"category_scores_gemma":[0.1237458,0.0007509682,0.001133815,0.001990295,0.005075742,0.01462433,0.01111584,0.005276517,0.006618289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006845026,"about_ca_system_score_gemma":0.01537599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003426444,"about_ca_topic_score_gemma":0.004390543,"domain_scores_codex":[0.9539804,0.02050864,0.003711455,0.004875524,0.01163277,0.005291174],"domain_scores_gemma":[0.9554564,0.01424332,0.004330236,0.01064745,0.01057886,0.004743779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003785515,0.001218539,0.01840132,0.001394319,0.0004217179,0.0004288035,0.009005408,0.003406253,0.002922701,0.5254673,0.03989016,0.397065],"study_design_scores_gemma":[0.0005098377,0.0012818,0.02703893,0.002965182,0.0003224126,0.0004675108,0.02816141,0.006691071,0.003048623,0.6821528,0.2471635,0.0001968199],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.257559,0.002577675,0.1146936,0.1247956,0.004144667,0.004361451,0.001206708,0.001126082,0.4895353],"genre_scores_gemma":[0.8640944,0.001249806,0.08259796,0.01673256,0.0004310238,0.004359869,0.0009179986,0.0008253037,0.02879109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03090222,"threshold_uncertainty_score":0.1634285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4070339022586459,"score_gpt":0.5591297063803551,"score_spread":0.1520958041217091,"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."}}