{"id":"W3125535302","doi":"","title":"Protecting Ecosystems: Network Structure and Social Capital Mobilization","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada; Royal Roads University","funders":"","keywords":"Social capital; Mobilization; Individual capital; Business; Economic capital; Bridging (networking); Community mobilization; Financial capital; Human capital; Economic system; Public relations; Political science; Economics; Economic growth; Computer security; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001473809,0.0001184326,0.0001676003,0.00003601481,0.004034039,0.00007745833,0.0001417087,0.0001853198,0.00003929323],"category_scores_gemma":[0.00007120689,0.0001115064,0.00007199941,0.0002405578,0.0001741162,0.0002673734,0.00002539404,0.001427528,0.000004055838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000616757,"about_ca_system_score_gemma":0.001297213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005594106,"about_ca_topic_score_gemma":0.01729446,"domain_scores_codex":[0.9972199,0.0003508267,0.0002060594,0.0001631806,0.0003318953,0.001728176],"domain_scores_gemma":[0.9995506,0.00005850381,0.0001734092,0.00004059425,0.000100329,0.00007653103],"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":[0.0001245935,0.00006377394,0.02874208,0.00002461616,0.0002822717,0.00001957663,0.2618525,0.0002623336,0.0001613573,0.663159,0.00122748,0.04408038],"study_design_scores_gemma":[0.001227595,0.0004001237,0.003772591,0.00004990308,0.0000643251,0.0007372994,0.1920091,0.0002277296,0.00002145155,0.7915977,0.009193432,0.0006987786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935778,0.003796872,0.0006065289,0.0005441597,0.000440358,0.0002504633,0.000001402858,0.00005758286,0.0007247975],"genre_scores_gemma":[0.991867,0.002476381,0.00002426048,0.0000538353,0.005055542,0.000005659819,0.000002972024,0.00001664841,0.0004977125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1284386,"threshold_uncertainty_score":0.9972626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042599782441459,"score_gpt":0.2412060043472594,"score_spread":0.2307800065228449,"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."}}