{"id":"W7140110518","doi":"10.3126/sj.v16i1.91837","title":"The Cross-section of Expected Stock Returns","year":2025,"lang":"","type":"article","venue":"Saptagandaki Journal","topic":"Financial Analysis and Corporate Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Stock (firearms); Stock market; Portfolio; Dividend; Stock market bubble; Restricted stock; Common stock; Capital asset pricing model","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":[0.001013558,0.0002287862,0.0002715036,0.001184477,0.0001566952,0.0009901498,0.0003067471,0.0004012314,0.005183011],"category_scores_gemma":[0.00434596,0.0001703423,0.0003172489,0.001069664,0.0001629041,0.0008464757,0.0005638768,0.0003863141,0.001089908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003213538,"about_ca_system_score_gemma":0.0001586513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844059,"about_ca_topic_score_gemma":0.001625893,"domain_scores_codex":[0.9994997,0.00007757912,0.00004593878,0.0001709953,0.0001278604,0.00007783664],"domain_scores_gemma":[0.9969,0.001423723,0.0008907355,0.0002824233,0.0003544285,0.00014888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004465059,0.00004619906,0.9798548,0.00003989443,0.0002994574,0.0004321635,0.0001419276,0.001978553,0.0009607022,0.001462709,0.0005731453,0.01416581],"study_design_scores_gemma":[0.00000182137,0.00005530691,0.9924827,0.000009610305,0.00004855479,0.0005428254,0.0001627627,0.00378069,0.0006749827,0.0008393213,0.001392606,0.00000867915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917843,0.0005063696,0.001813217,0.0001556304,0.00001041241,0.00001771049,0.001506167,0.00003186603,0.004174204],"genre_scores_gemma":[0.9968492,0.0002140755,0.0002041792,0.00002525843,0.0000149945,0.00001219418,0.001370092,0.000003158805,0.001306866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005183011,"threshold_uncertainty_score":0.01733887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121116667183862,"score_gpt":0.2458492965753974,"score_spread":0.2346381299035588,"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."}}