{"id":"W3043097894","doi":"","title":"Abstract for Extracting Information from Financial Market Instruments | Bulletin – March Quarter 2012","year":2012,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Stock Market Forecasting Methods","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Business; Finance; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01061085,0.0004194844,0.0006996821,0.0005647863,0.0003018253,0.0002191743,0.001036276,0.0003006165,0.01940132],"category_scores_gemma":[0.01452253,0.0003763408,0.0003785422,0.0004389872,0.0001525883,0.001046211,0.0003025593,0.0004379037,0.002212992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000834332,"about_ca_system_score_gemma":0.00009756366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000833724,"about_ca_topic_score_gemma":0.000006284879,"domain_scores_codex":[0.9942106,0.0004182712,0.002134042,0.0005302042,0.001733209,0.0009736738],"domain_scores_gemma":[0.9898967,0.006854114,0.001467946,0.000906438,0.0005307992,0.0003439671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007665482,0.0001906979,0.00348621,0.00003881778,0.00003688151,6.503039e-7,0.0007716712,0.000008475995,0.0004543337,0.000127505,0.971173,0.0229452],"study_design_scores_gemma":[0.0009980649,0.00008763112,0.1635788,0.0000758187,0.00002888071,0.000008590951,0.0003045989,0.0001788904,0.0004684657,0.001434233,0.8324835,0.0003524942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1654861,0.0006841567,0.09735201,0.6512162,0.01512113,0.005792109,0.002245093,0.0005920934,0.0615111],"genre_scores_gemma":[0.9374,0.000009801463,0.06064089,0.0006956628,0.000838389,0.000126293,0.00007477178,0.00003959028,0.0001746367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7719139,"threshold_uncertainty_score":0.9998689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07662412108290567,"score_gpt":0.3506318709592374,"score_spread":0.2740077498763318,"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."}}