{"id":"W2398906230","doi":"10.4324/9780203152294-6","title":"Co-Production as a Maturing Concept","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Computer science; Economics; Microeconomics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001704872,0.00060867,0.000377722,0.001471761,0.004833986,0.009822818,0.001279717,0.001320968,0.01491821],"category_scores_gemma":[0.001741479,0.0001875675,0.0002556359,0.002566715,0.02354592,0.007191023,0.003953392,0.003218957,0.002445448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01250349,"about_ca_system_score_gemma":0.009710672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02359644,"about_ca_topic_score_gemma":0.03064898,"domain_scores_codex":[0.9986221,0.0004915352,0.00002691995,0.0002351714,0.0003775573,0.0002467411],"domain_scores_gemma":[0.9989771,0.0003703443,0.00005758171,0.0001726451,0.0002127972,0.0002095768],"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":[0.000001955572,0.000002384782,0.00002029405,0.00001447006,4.467953e-7,0.00002650719,0.002035664,0.00002888805,0.0000260427,0.98576,0.007193468,0.004889834],"study_design_scores_gemma":[0.000003349734,0.000006169689,0.0001557917,0.0001234825,0.000001538036,0.00009362913,0.001966821,0.0001503714,0.00008287601,0.2184173,0.7789938,0.000004710724],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002448955,0.007828158,0.005469318,0.005117637,0.0007422912,0.00003559923,0.00004263483,0.0000553383,0.9782601],"genre_scores_gemma":[0.433146,0.01415001,0.01032621,0.002925643,0.001652715,0.0003215317,0.0002043115,0.000400711,0.5368727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.995166,"threshold_uncertainty_score":0.09071958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327099163216781,"score_gpt":0.3078234444000601,"score_spread":0.2745524527678923,"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."}}