{"id":"W7097465294","doi":"","title":"Quanthed Position Measurements","year":2014,"lang":"en","type":"article","venue":"","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Position (finance); Artificial neural network; Subject (documents); Derivative (finance)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004876755,0.0007290147,0.0005257244,0.002101326,0.0007648945,0.001353319,0.001228042,0.001279936,0.05051986],"category_scores_gemma":[0.001801672,0.0004319365,0.0003360595,0.002127553,0.0003347209,0.001169575,0.001066464,0.00103511,0.02110411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007729855,"about_ca_system_score_gemma":0.0005724508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756268,"about_ca_topic_score_gemma":0.004327381,"domain_scores_codex":[0.9986676,0.00006814192,0.0000457942,0.0003047479,0.0008238669,0.00008983023],"domain_scores_gemma":[0.9990789,0.00009964903,0.00007227166,0.0002225952,0.0004767306,0.00004977491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001059154,0.0003277482,0.01349856,0.001030623,0.0001224644,0.0006772642,0.000838605,0.01014599,0.4397057,0.01380376,0.05795172,0.4608384],"study_design_scores_gemma":[0.0001188495,0.001081047,0.06474925,0.0002590633,0.0001415561,0.001480906,0.0008791598,0.0949972,0.5466877,0.004587929,0.2846601,0.0003572432],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2192841,0.0027039,0.3769565,0.00144416,0.004937482,0.000702454,0.0320012,0.01090384,0.3510664],"genre_scores_gemma":[0.6922363,0.001192493,0.14163,0.0006181392,0.000237777,0.0003296653,0.0115176,0.001247742,0.1509903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05051986,"threshold_uncertainty_score":0.1690058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03818674101377739,"score_gpt":0.2581642449176199,"score_spread":0.2199775039038425,"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."}}