{"id":"W1826695102","doi":"10.1111/conl.12090","title":"A Social Relational Network Perspective for MPA Science","year":2014,"lang":"en","type":"article","venue":"Conservation Letters","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Perspective (graphical); Social network (sociolinguistics); Corporate governance; Social network analysis; Social capital; Frontier; Knowledge management; Sociology; Business; Computer science; Political science; Social science; Social media","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":[0.003597486,0.0004400314,0.0004716343,0.003010687,0.001160459,0.004174393,0.001360463,0.001505952,0.006707214],"category_scores_gemma":[0.004885825,0.0002019863,0.0005725692,0.002940355,0.004857826,0.009010404,0.001994644,0.002234152,0.0005660453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004023441,"about_ca_system_score_gemma":0.002036344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003478999,"about_ca_topic_score_gemma":0.003472731,"domain_scores_codex":[0.9983017,0.001098985,0.00006333052,0.000170746,0.0002844054,0.00008070226],"domain_scores_gemma":[0.995596,0.003270544,0.0002653112,0.000205428,0.0005057596,0.000157055],"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":[0.000004190157,0.000009630668,0.0005065968,0.0004713392,0.00001743609,0.00007853193,0.0010885,0.002040274,0.0001192072,0.9640323,0.004024166,0.02760785],"study_design_scores_gemma":[0.000002534006,0.00002539056,0.001747019,0.001275662,0.00002067011,0.0001802978,0.002717647,0.004454518,0.000127852,0.7303871,0.2590457,0.00001554233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02908918,0.2723443,0.2700315,0.1035473,0.003914017,0.0002574603,0.0005534069,0.0001652524,0.3200976],"genre_scores_gemma":[0.6828825,0.2342055,0.05576216,0.005947181,0.004299482,0.0005523927,0.0004042487,0.00006173507,0.0158847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006707214,"threshold_uncertainty_score":0.02919227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139356785157386,"score_gpt":0.2451458907106338,"score_spread":0.22375232285906,"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."}}