{"id":"W1967741242","doi":"10.5539/mas.v1n4p37","title":"The Value of a Network","year":2007,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Game Theory and Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Centrality; Computer science; Extension (predicate logic); Value (mathematics); Mechanism (biology); Measure (data warehouse); Process (computing); Simple (philosophy); Data mining; Epistemology; Mathematics; Statistics; Machine learning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002875663,0.0004972357,0.0005102952,0.00196825,0.001550363,0.006751942,0.001146097,0.002202942,0.006109347],"category_scores_gemma":[0.01513252,0.0003009972,0.0004017665,0.001613069,0.005491139,0.01198289,0.003076218,0.001298114,0.0005905793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789452,"about_ca_system_score_gemma":0.0008654151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000482116,"about_ca_topic_score_gemma":0.0003856364,"domain_scores_codex":[0.9965989,0.001627496,0.000121239,0.0004703928,0.0008812916,0.0003007519],"domain_scores_gemma":[0.9931862,0.003809846,0.0006414659,0.0008060693,0.0007173137,0.0008389872],"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":[0.00002331294,0.000008961621,0.0004664644,0.00004680991,0.00001891391,0.00004781763,0.0001997708,0.003343692,0.0005809064,0.9850639,0.0007779475,0.009421586],"study_design_scores_gemma":[0.00001067928,0.00002899851,0.0003131851,0.00005445841,0.00002038555,0.0001190752,0.0002094306,0.009546307,0.0004950819,0.975274,0.01391,0.00001835847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2130007,0.003424692,0.4860896,0.02165472,0.0009600997,0.0001871958,0.0007705258,0.0002881113,0.2736244],"genre_scores_gemma":[0.9556226,0.001216375,0.03100533,0.0004171086,0.0003055345,0.0001127297,0.0001145471,0.00005871579,0.01114706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006751942,"threshold_uncertainty_score":0.02043784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06131182708941314,"score_gpt":0.3773127443130754,"score_spread":0.3160009172236623,"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."}}