{"id":"W4297921740","doi":"10.2139/ssrn.4213970","title":"Heterogeneous Awareness in Financial Markets","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Business; Finance; Financial market; Financial system; Economics","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":[0.002043097,0.0002093085,0.0006254903,0.001136813,0.0007797449,0.004188268,0.000458755,0.001645291,0.007132064],"category_scores_gemma":[0.02186487,0.0004521671,0.000336962,0.0007538979,0.002062826,0.008266706,0.001915999,0.001903203,0.0004172388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006070154,"about_ca_system_score_gemma":0.0003309636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005774923,"about_ca_topic_score_gemma":0.0002548766,"domain_scores_codex":[0.9990381,0.0003633508,0.00003858752,0.0002267475,0.0001608174,0.0001724313],"domain_scores_gemma":[0.980904,0.01367712,0.002002127,0.001595796,0.0007281576,0.001092766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003228289,0.0002450918,0.01998123,0.00009900016,0.00008923811,0.0004629087,0.002172641,0.008683657,0.001901342,0.9264672,0.002688431,0.03688653],"study_design_scores_gemma":[0.00003813582,0.00005664863,0.01206255,0.00001625205,0.00004923418,0.0002278016,0.0007652238,0.02282736,0.0004351496,0.9619474,0.001550329,0.0000237468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9048585,0.0007266346,0.02904975,0.004222965,0.00006500764,0.00002565042,0.0001150651,0.00009474554,0.06084158],"genre_scores_gemma":[0.9986823,0.00006628921,0.0003992929,0.00005831131,0.00004364501,0.000004410609,0.00001367879,0.000005067564,0.0007269008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007132064,"threshold_uncertainty_score":0.02385908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516358391718856,"score_gpt":0.2079412192807939,"score_spread":0.1927776353636053,"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."}}