{"id":"W3166850291","doi":"10.2139/ssrn.3341017","title":"Belief Polarization and Investment","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polarization (electrochemistry); Business; Economics; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.003170299,0.00006268497,0.00009097408,0.0001145768,0.0002134639,0.0001195403,0.0002240867,0.00003711467,0.0002347068],"category_scores_gemma":[0.0001559042,0.00004565504,0.00003829199,0.0002814344,0.00003732204,0.0002777747,0.00003520283,0.0004910305,0.0005809068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001249274,"about_ca_system_score_gemma":0.000387416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004378936,"about_ca_topic_score_gemma":0.0000220151,"domain_scores_codex":[0.9985414,0.0001007882,0.00025005,0.0001757143,0.0003728737,0.0005592149],"domain_scores_gemma":[0.9993858,0.0001148999,0.0001578971,0.0001860054,0.00008968538,0.00006567508],"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":[0.000007243784,0.00001541785,0.007469894,2.247285e-7,0.00001096356,7.161914e-8,0.00007303992,0.0000225799,0.001069854,0.9733537,0.00009660106,0.01788039],"study_design_scores_gemma":[0.000202052,0.00008829401,0.004139363,0.000001809864,0.000004992374,0.0001485555,0.001384512,0.0001129275,0.0001265164,0.9733632,0.02036959,0.00005825101],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509878,0.0007417612,0.03862947,0.002452772,0.0001755507,0.0001359237,0.000001379847,0.0000188597,0.00685653],"genre_scores_gemma":[0.9790123,0.0001422257,0.0001000712,0.000436992,0.00008565016,0.00000221295,0.000001055699,0.000005342216,0.02021412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0385294,"threshold_uncertainty_score":0.7466574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953455778786292,"score_gpt":0.3116100141638251,"score_spread":0.2920754563759622,"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."}}