{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001885068,0.0007426876,0.0007005879,0.002846334,0.001025918,0.003684426,0.00168489,0.001849435,0.0280808],"category_scores_gemma":[0.02001883,0.000469322,0.0007079044,0.002536034,0.001290708,0.007580128,0.001684599,0.002088911,0.003399235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001827159,"about_ca_system_score_gemma":0.0009433406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225298,"about_ca_topic_score_gemma":0.001582257,"domain_scores_codex":[0.997668,0.0006515235,0.0000832985,0.0006628863,0.0007272492,0.0002070781],"domain_scores_gemma":[0.9943856,0.003159579,0.0003915468,0.0008451703,0.0008903868,0.000327828],"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":[0.00007678085,0.00004340568,0.001134907,0.00008847136,0.00003494023,0.00007076304,0.0001249309,0.03266583,0.0007041753,0.9203315,0.007282892,0.03744138],"study_design_scores_gemma":[0.00001240707,0.00001753635,0.0005686691,0.00003303305,0.00002043628,0.0001070929,0.00006631682,0.0773607,0.0005622524,0.9116486,0.009583003,0.00001999557],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0431575,0.0004688017,0.7850406,0.003809172,0.0003546664,0.0003302243,0.003557582,0.000641624,0.1626399],"genre_scores_gemma":[0.8249239,0.001029208,0.1086029,0.0004682943,0.0003874802,0.0007019807,0.002227357,0.0002752614,0.06138366],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0280808,"threshold_uncertainty_score":0.0939396,"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."}}