{"id":"W4402636160","doi":"10.2139/ssrn.4931925","title":"Mimicking Crypto Portfolios in Sustainable Investment","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Investment (military); Business; Computer science; Economics; Political science; Law","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":[0.001210499,0.0003839186,0.0004565889,0.0003855187,0.0004508325,0.002370348,0.0006468379,0.002433688,0.009359192],"category_scores_gemma":[0.01058176,0.0003062043,0.0002806647,0.0005013797,0.001346983,0.003532775,0.001382544,0.001368936,0.0006483868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009068383,"about_ca_system_score_gemma":0.0006023668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008108102,"about_ca_topic_score_gemma":0.0009515265,"domain_scores_codex":[0.9996768,0.0001703481,0.00001423589,0.0000369278,0.00005341818,0.00004833419],"domain_scores_gemma":[0.9972765,0.001746243,0.0003089021,0.0002797059,0.0001105319,0.0002781619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002430819,0.00007123852,0.001089417,0.0000413602,0.00001514211,0.0002616245,0.00009119674,0.1016009,0.0006508059,0.8833337,0.001848987,0.01075243],"study_design_scores_gemma":[0.00009196241,0.00006116752,0.0002641952,0.00001861273,0.000008297307,0.00007843026,0.00008251047,0.1813284,0.0002845877,0.8156687,0.002099187,0.00001387252],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.717698,0.000819949,0.1385723,0.006082762,0.0003061669,0.00007854559,0.0002078087,0.0003600279,0.1358745],"genre_scores_gemma":[0.9868522,0.0001603187,0.003617823,0.0001229172,0.0000267651,0.00001490012,0.00001663957,0.00001701524,0.009171381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009359192,"threshold_uncertainty_score":0.0313096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007342012648493719,"score_gpt":0.2177062274033884,"score_spread":0.2103642147548947,"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."}}