{"id":"W1847865277","doi":"10.1080/13648470.2015.1081670","title":"Community centrality and social science research","year":2015,"lang":"en","type":"article","venue":"Anthropology and Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Economic and Social Research Council; Canadian Institutes of Health Research; Health Canada","keywords":"Centrality; Sociology; Context (archaeology); Network science; Public relations; Community building; Political science; Computer science; Geography; Complex network","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04311481,0.0006778067,0.00141387,0.01241406,0.008269388,0.01290707,0.00170502,0.004102896,0.003826493],"category_scores_gemma":[0.05626239,0.0004672717,0.0005403653,0.009225396,0.06783085,0.01574934,0.01451218,0.004628707,0.000416327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009198616,"about_ca_system_score_gemma":0.008751976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003556718,"about_ca_topic_score_gemma":0.003238551,"domain_scores_codex":[0.9525315,0.03613907,0.001000452,0.003866496,0.005213616,0.001248857],"domain_scores_gemma":[0.8550425,0.1178773,0.009234409,0.006779848,0.006130591,0.004935314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008051811,0.00001957627,0.0009990465,0.0001350678,0.00002266452,0.00004686015,0.005181569,0.0005130949,0.00004949234,0.9818317,0.0008734873,0.01031956],"study_design_scores_gemma":[0.000008173687,0.00001430021,0.0005574295,0.0001295941,0.000006349886,0.00004487206,0.00223409,0.0006306888,0.00003830121,0.9850578,0.01126945,0.000009021462],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1175608,0.05600318,0.2921311,0.1763371,0.002775201,0.0007965702,0.0002693959,0.0003142881,0.3538124],"genre_scores_gemma":[0.9500571,0.008581776,0.0322103,0.002740293,0.001312676,0.000509024,0.00007994408,0.0000576359,0.004451248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04311481,"threshold_uncertainty_score":0.2280157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.771065838681281,"score_gpt":0.6632547613848522,"score_spread":0.1078110772964288,"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."}}