{"id":"W4406862507","doi":"10.2139/ssrn.5047585","title":"On the interplay between pricing and information policies under social learning","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social learning; Policy learning; Knowledge management; Business; Computer science; Economics; Microeconomics; Machine learning","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":[0.00638741,0.0004826962,0.001570129,0.001301631,0.00175022,0.007085521,0.001252838,0.004632883,0.02382535],"category_scores_gemma":[0.03733659,0.0005584049,0.0008438102,0.001142411,0.006216833,0.008630312,0.002651272,0.003745769,0.0008944286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003671696,"about_ca_system_score_gemma":0.002222382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004781701,"about_ca_topic_score_gemma":0.003612088,"domain_scores_codex":[0.9968652,0.001946345,0.00008015522,0.0003061762,0.0002463721,0.0005556812],"domain_scores_gemma":[0.9229,0.07051058,0.00276437,0.001160456,0.001208478,0.001456182],"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":[0.0002348554,0.000182806,0.002280308,0.0001108217,0.00006143302,0.0001288817,0.0003645565,0.02193382,0.0007402707,0.9645123,0.002473963,0.006975887],"study_design_scores_gemma":[0.00006816164,0.00005365566,0.002083978,0.00003275041,0.0000391075,0.00002880835,0.0002696599,0.04953273,0.0002101692,0.9463606,0.001290012,0.00003041422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6063169,0.0029795,0.09146574,0.0584706,0.0003689306,0.000160723,0.0006074596,0.0001853835,0.2394448],"genre_scores_gemma":[0.9901683,0.0009699434,0.001412649,0.0006417382,0.0003135763,0.00004057539,0.00003027204,0.00003118993,0.006391662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02382535,"threshold_uncertainty_score":0.07970375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774612179204404,"score_gpt":0.3448624107052806,"score_spread":0.3271162889132365,"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."}}