{"id":"W2095914169","doi":"10.2139/ssrn.2191093","title":"Influential Opinion Leaders","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Game Theory and Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Political science; Psychology","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":[0.007667896,0.00009131448,0.0001205842,0.0001418985,0.0003129525,0.000104628,0.0005907541,0.00005383354,0.0003346748],"category_scores_gemma":[0.0004248994,0.00006651404,0.0001197707,0.000374415,0.0001016775,0.000584109,0.00004542489,0.0009732402,0.001678056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807299,"about_ca_system_score_gemma":0.0005174653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004745587,"about_ca_topic_score_gemma":0.00001477224,"domain_scores_codex":[0.9969049,0.000184819,0.0003568398,0.0001404327,0.0006086874,0.001804287],"domain_scores_gemma":[0.999104,0.0002082982,0.0001758093,0.0002659177,0.0000977477,0.0001482601],"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":[0.00002314522,0.00006303307,0.004217437,3.318223e-7,0.00002661276,1.048925e-7,0.0004884233,0.00003454107,0.0006382188,0.9292148,0.001309457,0.06398394],"study_design_scores_gemma":[0.0002724238,0.00005846584,0.002120415,0.000002785009,0.000008669057,0.0004150656,0.006827999,0.00001788122,0.0002528006,0.8889505,0.1009604,0.0001126964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8671779,0.004183652,0.1066352,0.004315055,0.00208168,0.000173787,0.000002929268,0.00006146873,0.01536836],"genre_scores_gemma":[0.9948314,0.0002684804,0.00007643879,0.0001626888,0.0008587932,0.000003887896,9.001474e-7,0.000008526863,0.003788836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1276536,"threshold_uncertainty_score":0.9990993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09120858836806585,"score_gpt":0.4052775975605762,"score_spread":0.3140690091925104,"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."}}