{"id":"W4399043135","doi":"10.3390/jrfm17060225","title":"Diversification Is Not a Free Lunch","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversification (marketing strategy); Business; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00279572,0.0002607251,0.0004698271,0.0005305811,0.001114285,0.002213759,0.0005604094,0.001324793,0.008173123],"category_scores_gemma":[0.01342034,0.0001767957,0.0004383693,0.0004282513,0.003541869,0.003981113,0.002179822,0.002099325,0.0006392819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096788,"about_ca_system_score_gemma":0.00100478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188884,"about_ca_topic_score_gemma":0.001373315,"domain_scores_codex":[0.9983198,0.0006554652,0.00007758493,0.0002979187,0.0003918582,0.0002573493],"domain_scores_gemma":[0.9917967,0.003933728,0.002039125,0.0008950719,0.0007305029,0.0006047246],"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":[0.0007593033,0.0003703015,0.07222345,0.0004801234,0.0004050649,0.0009950052,0.005795372,0.01060678,0.003520593,0.751874,0.009269668,0.1437005],"study_design_scores_gemma":[0.00009980149,0.0006162693,0.05565621,0.0005323398,0.00016114,0.0006817105,0.005058494,0.01018738,0.002833414,0.8459227,0.07813396,0.000116515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8120235,0.002719717,0.03267672,0.01629364,0.0002989637,0.0000814235,0.000285682,0.00008572145,0.1355347],"genre_scores_gemma":[0.994255,0.0001857644,0.001107679,0.0007656261,0.00005600006,0.00001088043,0.0000398434,0.000008580339,0.003570702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008173123,"threshold_uncertainty_score":0.02734184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008174207343043883,"score_gpt":0.1933429902402268,"score_spread":0.1851687828971829,"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."}}