{"id":"W3122395050","doi":"10.2139/ssrn.3136708","title":"A General Framework of Optimal Investment","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Stock Market Forecasting Methods","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Investment (military); Economics; Mathematical economics; Computer science; Business; Mathematics; 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":[0.003087874,0.0009074057,0.001136574,0.0008118551,0.0004973458,0.002430287,0.002263352,0.002264789,0.008163697],"category_scores_gemma":[0.008507054,0.0006394135,0.0009310285,0.001313283,0.001531224,0.003230698,0.001388276,0.001494086,0.0007203072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303915,"about_ca_system_score_gemma":0.001741968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002530473,"about_ca_topic_score_gemma":0.002129051,"domain_scores_codex":[0.9987621,0.0005973486,0.00006029256,0.0002378063,0.0002389414,0.0001035601],"domain_scores_gemma":[0.9985714,0.0008872151,0.0001345162,0.0001210784,0.0002138996,0.00007184526],"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":[0.000008534968,0.00002069008,0.0001795852,0.00006004582,0.00001961055,0.00004026671,0.00004339502,0.1226634,0.0002081821,0.8664339,0.00144538,0.008876991],"study_design_scores_gemma":[0.00001316091,0.00001852979,0.0001055304,0.00002152289,0.00001354743,0.00002275825,0.00001693357,0.4645966,0.00008265837,0.5322711,0.002829039,0.000008541429],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005064027,0.0005616558,0.9806147,0.001163376,0.00008143842,0.00002710259,0.00009893128,0.00004609638,0.01234269],"genre_scores_gemma":[0.5420243,0.003217894,0.4268156,0.0005530123,0.0007650327,0.0004214822,0.0003903169,0.0001032962,0.0257091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008163697,"threshold_uncertainty_score":0.02731025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05934981588796873,"score_gpt":0.3962822041050376,"score_spread":0.3369323882170688,"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."}}