{"id":"W313150823","doi":"10.1007/978-94-007-2196-8_11","title":"Resolution of Issues Related to Proxy Decision Making","year":2011,"lang":"en","type":"book-chapter","venue":"Philosophy and medicine","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dominican University College","funders":"","keywords":"Proxy (statistics); Computer science; Machine learning","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":[0.01685176,0.0005000474,0.0009021845,0.001092488,0.002869454,0.00898697,0.002850515,0.008957342,0.009367986],"category_scores_gemma":[0.03986233,0.0004627048,0.0006634769,0.001663155,0.02278942,0.01018716,0.003958695,0.01182044,0.00120236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003264098,"about_ca_system_score_gemma":0.004558621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001771471,"about_ca_topic_score_gemma":0.002115929,"domain_scores_codex":[0.9891031,0.006555308,0.0004366483,0.0006882885,0.002517184,0.0006995643],"domain_scores_gemma":[0.9872154,0.009800494,0.0005459965,0.001205055,0.0009007082,0.0003324158],"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":[0.000002407623,0.00000262125,0.00001252396,0.00001322554,0.000001250747,0.00002105809,0.0002028845,0.000150223,0.0000138321,0.9924213,0.002957375,0.004201326],"study_design_scores_gemma":[0.000003810365,0.000002956482,0.00003426021,0.00007846249,0.000002190138,0.0000630295,0.0002079469,0.0005839723,0.00009182761,0.961395,0.03753135,0.000005198109],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007269429,0.02042577,0.1984035,0.1840072,0.004772771,0.00009292023,0.0001072761,0.00007693923,0.5848442],"genre_scores_gemma":[0.6632218,0.01575021,0.1123858,0.02826111,0.008249104,0.0004428038,0.0001291513,0.0002326767,0.1713274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01685176,"threshold_uncertainty_score":0.08912176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04351736725077121,"score_gpt":0.2777801768044173,"score_spread":0.2342628095536461,"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."}}