{"id":"W4226091843","doi":"10.1111/hex.13491","title":"Network‐building by community actors to develop capacities for coproduction of health services following reforms: A case study","year":2022,"lang":"en","type":"article","venue":"Health Expectations","topic":"Community Health and Development","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; École Nationale d'Administration Publique","funders":"","keywords":"Coproduction; Service provider; Public relations; Social network analysis; Context (archaeology); Legitimacy; Social network (sociolinguistics); Knowledge management; Business; Service (business); Sociology; Political science; Marketing; Politics; Computer science; Social capital","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005151679,0.0002472225,0.0007174101,0.0003549304,0.02126724,0.00001214422,0.0003659687,0.00006008463,0.0000494259],"category_scores_gemma":[0.0002874339,0.0002637732,0.00006731013,0.00169713,0.00003064792,0.0001814182,0.0004561179,0.001265557,0.000004875388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002344239,"about_ca_system_score_gemma":0.004191746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07881773,"about_ca_topic_score_gemma":0.03199089,"domain_scores_codex":[0.991142,0.005019911,0.001910933,0.0003232514,0.0004633068,0.001140639],"domain_scores_gemma":[0.9958329,0.001601439,0.0009813613,0.0007154083,0.0004224965,0.0004464304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001175221,0.0006488373,0.007737421,0.001904252,0.00006223504,0.000003842932,0.9626076,0.0003227699,0.000009318327,0.0003773042,0.02241398,0.003794954],"study_design_scores_gemma":[0.001183077,0.001265064,0.001905476,0.0002280588,0.00001126951,0.00002327181,0.974771,0.00005921934,0.000002304469,0.0003598765,0.01998937,0.0002020728],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770952,0.001708308,0.00175442,0.008622373,0.001769707,0.008470397,0.0002639377,0.0002082387,0.0001074308],"genre_scores_gemma":[0.9743952,0.00001888812,0.01007344,0.008806519,0.0001083962,0.005992842,0.0003865848,0.00005284977,0.0001652426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04682685,"threshold_uncertainty_score":0.9999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1316950975705229,"score_gpt":0.4683752468995889,"score_spread":0.3366801493290661,"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."}}