{"id":"W2936580789","doi":"10.15353/pced.v18i0.90","title":"Deliverology in Community Economic Development: Enhancing Results Frameworks and Performance Measurement","year":2019,"lang":"en","type":"article","venue":"Papers in Canadian Economic Development","topic":"Local Economic Development and Planning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Strengths and weaknesses; Service delivery framework; Service (business); Computer science; Process management; Business; Psychology; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.005550186,0.000255398,0.0003964709,0.0005215448,0.000548974,0.00009841385,0.0004361919,0.0003719988,0.0006906813],"category_scores_gemma":[0.00008945299,0.0003256304,0.00002321167,0.00008547592,0.0001163186,0.00026169,0.0001012427,0.0007279394,0.0008137819],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01036338,"about_ca_system_score_gemma":0.00729879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2569632,"about_ca_topic_score_gemma":0.9827626,"domain_scores_codex":[0.9972634,0.0002034819,0.0008859507,0.0004642531,0.0001172275,0.001065682],"domain_scores_gemma":[0.9989401,0.0002137588,0.0001556941,0.0002142696,0.00001828903,0.0004579546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008932431,0.00002008574,0.8315965,0.00004640481,0.00006034544,0.000008578243,0.07562168,0.001125788,0.000007601487,0.0005767029,0.0002253765,0.09062161],"study_design_scores_gemma":[0.001193473,0.00002420113,0.6185691,0.0002375184,0.000002592843,0.000002453648,0.005632392,0.0004294342,0.00008593818,0.00005799176,0.3731336,0.0006313195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8374401,0.00007630917,0.000001148,0.0004261999,0.000716358,0.0003646286,0.000004272343,0.00002000451,0.1609509],"genre_scores_gemma":[0.9968024,0.0001741166,0.00131333,0.000734434,0.0000384866,0.00004709401,0.00002551996,0.00001960478,0.0008450522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7257994,"threshold_uncertainty_score":0.9999642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828188184415136,"score_gpt":0.2273771667904673,"score_spread":0.209095284946316,"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."}}