{"id":"W4212867121","doi":"10.1016/j.jmaa.2009.12.042","title":"Relevant mappings","year":2009,"lang":"en","type":"article","venue":"Journal of Mathematical Analysis and Applications","topic":"Risk and Portfolio Optimization","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University; University of New Brunswick","funders":"","keywords":"Mathematics; Relevance (law); Class (philosophy); Pure mathematics; Mathematical economics; Arbitrage; Econometrics; Algebra over a field; Epistemology; Business; Finance; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001503027,0.00006384437,0.0003492507,0.0004244358,0.00009170289,0.0001449878,0.0002370115,0.00003596153,0.0002053724],"category_scores_gemma":[0.0003523674,0.00003726401,0.0002348673,0.001530927,0.00003798241,0.0001486468,0.00001429788,0.00008402702,0.00004496004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006927818,"about_ca_system_score_gemma":0.00001633238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.397057e-7,"about_ca_topic_score_gemma":4.814723e-7,"domain_scores_codex":[0.998293,0.00003756964,0.0008725474,0.0001199197,0.0005948582,0.0000821229],"domain_scores_gemma":[0.9983534,0.0003650608,0.0005542211,0.0002290948,0.0003710034,0.0001272539],"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":[0.0000224587,0.0006176764,0.00426504,0.000004938594,0.0004700661,0.000006848031,0.0005903927,0.002824814,0.0008247127,0.528502,0.005982922,0.4558881],"study_design_scores_gemma":[0.0001370813,0.00006287637,0.01594301,0.000007075097,0.0006189482,0.00004339311,0.0002943242,0.01381188,0.00008738897,0.9367554,0.03215069,0.00008799027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02398617,0.0001603254,0.9653059,0.004220589,0.000006711524,0.00006748277,0.000001854015,0.000005543709,0.006245462],"genre_scores_gemma":[0.9638686,0.0004841179,0.03452087,0.000230561,0.0001035164,0.000002797992,0.000001078628,0.00000239119,0.0007861083],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9398824,"threshold_uncertainty_score":0.2248683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03942049047572713,"score_gpt":0.3622978163826962,"score_spread":0.322877325906969,"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."}}