{"id":"W4256552911","doi":"10.32920/ryerson.14638890.v1","title":"The role of social capital: bridging, bonding or both?","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Victoria Park","funders":"","keywords":"Social capital; Prosperity; Voluntary association; Sociology; Voluntary sector; Political science; Public relations; Social science; Law","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":[0.00113775,0.0007397347,0.0005388419,0.0009751219,0.00231189,0.005772171,0.001670478,0.006437855,0.02419681],"category_scores_gemma":[0.002645686,0.0002238377,0.0004072139,0.001938706,0.003806481,0.008530865,0.002337082,0.004135356,0.004477466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002430638,"about_ca_system_score_gemma":0.00178081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008346901,"about_ca_topic_score_gemma":0.006268898,"domain_scores_codex":[0.9992478,0.0003185843,0.00003632326,0.0001644431,0.0001449024,0.00008796239],"domain_scores_gemma":[0.9985446,0.0008498639,0.0001321914,0.00004128025,0.0002833547,0.0001487018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004045238,0.00004534187,0.0007321555,0.0009395483,0.00001156538,0.0002408896,0.005458021,0.00009089131,0.0002524958,0.4500202,0.476343,0.06582531],"study_design_scores_gemma":[0.00001185808,0.00004870059,0.003808691,0.002053965,0.000009175527,0.0002458818,0.00360739,0.0002486336,0.0001370201,0.09529697,0.894505,0.00002668908],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004543816,0.09803075,0.004977145,0.5877714,0.04871384,0.0001694601,0.000684904,0.0000884921,0.2550202],"genre_scores_gemma":[0.2632079,0.1617213,0.006207731,0.291542,0.0819078,0.001151815,0.001052166,0.0002225153,0.1929867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02419681,"threshold_uncertainty_score":0.08094639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489983961537527,"score_gpt":0.319583702644039,"score_spread":0.2946838630286637,"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."}}