{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003107422,0.0002354721,0.000400881,0.0005312162,0.0007139185,0.003895322,0.0003001023,0.00145319,0.009862305],"category_scores_gemma":[0.01895253,0.0002352722,0.0002317213,0.0006260987,0.001713284,0.002335523,0.001229567,0.002561905,0.0005307442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073593,"about_ca_system_score_gemma":0.0005716935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007018596,"about_ca_topic_score_gemma":0.0005920722,"domain_scores_codex":[0.9992225,0.0003650092,0.00002903566,0.00007119712,0.0001191325,0.0001930851],"domain_scores_gemma":[0.9839961,0.0117709,0.001541284,0.000731941,0.0009618376,0.0009978635],"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":[0.0006608561,0.0003853829,0.0331977,0.0000885055,0.0001155733,0.0002620521,0.001076059,0.006197512,0.0008429825,0.9162816,0.002865724,0.03802611],"study_design_scores_gemma":[0.0000317019,0.00007355185,0.01342331,0.00003154358,0.00003585752,0.0001141276,0.0009142443,0.008032722,0.0002805032,0.974534,0.00251376,0.00001474118],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8159302,0.001419942,0.02827051,0.01229563,0.0001154264,0.0000435222,0.0002062474,0.00003383122,0.1416845],"genre_scores_gemma":[0.9956571,0.0002099282,0.0005035483,0.000128346,0.00002711311,0.00001032292,0.0000228905,0.000003095169,0.003437813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009862305,"threshold_uncertainty_score":0.03299272,"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."}}