{"id":"W4240038541","doi":"10.2139/ssrn.3692371","title":"Probabilistic Network Values","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Game Theory and Applications","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Statistics; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005425451,0.0001027474,0.0001783263,0.00003565328,0.000353697,0.0001797601,0.0008802019,0.0000405026,0.000308508],"category_scores_gemma":[0.001596399,0.00007224115,0.0001244898,0.000685248,0.00008124828,0.0001713872,0.00006777322,0.001105346,0.00111305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172322,"about_ca_system_score_gemma":0.0008861491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001418449,"about_ca_topic_score_gemma":0.00002228165,"domain_scores_codex":[0.9970558,0.0002492375,0.0004286255,0.0002669427,0.000596813,0.001402571],"domain_scores_gemma":[0.998769,0.000462584,0.0001986361,0.0002444884,0.0001501245,0.0001751338],"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":[0.00003492439,0.0000205425,0.000511519,6.057751e-7,0.00002475478,0.000001191893,0.0002430503,0.002838924,0.00008273941,0.9615745,0.003917387,0.03074988],"study_design_scores_gemma":[0.0001479061,0.0001477846,0.0002892511,0.000002540478,0.00001323094,0.00008463706,0.0009606203,0.0009649976,0.000014479,0.9776041,0.01968437,0.00008612567],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.625191,0.004087415,0.2902442,0.05425373,0.0005179952,0.0005546417,0.00000624473,0.0002041155,0.02494071],"genre_scores_gemma":[0.9958122,0.00015492,0.0002092591,0.0008050268,0.0009371932,0.000005560965,6.421776e-7,0.0000102132,0.002064989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3706212,"threshold_uncertainty_score":0.9996647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06454629600573372,"score_gpt":0.3445697481870682,"score_spread":0.2800234521813345,"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."}}