{"id":"W311195020","doi":"10.5751/es-02841-140122","title":"The Impact of Resource Scarcity on Bonding and Bridging Social Capital: the Case of Fishers’ Information-Sharing Networks in Loreto, BCS, Mexico","year":2009,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Fisheries and Oceans Canada","funders":"International Development Research Centre","keywords":"Scarcity; Bridging (networking); Social capital; Resource scarcity; Information sharing; Business; Geography; Economics; Ecology; Political science; Natural resource economics; Biology; Microeconomics; Computer science; World Wide Web; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002850065,0.0001783051,0.0003135244,0.0009799621,0.01131646,0.002669758,0.0009470418,0.00158336,0.005563278],"category_scores_gemma":[0.005947708,0.0002282489,0.000184585,0.001076141,0.004961497,0.003197654,0.004972429,0.001202586,0.0001219932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005528756,"about_ca_system_score_gemma":0.002524535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.125564,"about_ca_topic_score_gemma":0.2047646,"domain_scores_codex":[0.9986234,0.0006403338,0.00002748446,0.0000970796,0.00008898454,0.0005227957],"domain_scores_gemma":[0.9959524,0.002015748,0.0008044553,0.0001528853,0.0002239373,0.0008505529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005039357,0.0005202503,0.3816098,0.0001960202,0.0001228313,0.009993245,0.4748687,0.001640285,0.001111794,0.06662966,0.007592482,0.05521099],"study_design_scores_gemma":[0.00005159378,0.0001413973,0.2959852,0.0002269408,0.00008222015,0.0009546711,0.6762035,0.002079801,0.0002501994,0.008514398,0.01546593,0.00004414547],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881688,0.0001584258,0.0001125782,0.003300832,0.000005688535,0.000009352049,0.00002511333,9.971666e-7,0.008218287],"genre_scores_gemma":[0.9993095,0.000111302,0.00004050703,0.00007139229,0.000003460726,0.000007555281,0.000007500926,6.526853e-7,0.0004480736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.125564,"threshold_uncertainty_score":0.2496662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008859134426697642,"score_gpt":0.2363544922228136,"score_spread":0.227495357796116,"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."}}