{"id":"W7134639435","doi":"","title":"Into the Hedge","year":2023,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hedge; Hedge fund; Scale (ratio); Component (thermodynamics); State (computer science)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003956246,0.0003721274,0.0001874695,0.0005102934,0.01077086,0.00642112,0.0006412474,0.001795296,0.137899],"category_scores_gemma":[0.001035747,0.0002552509,0.0002222991,0.0004807578,0.003716553,0.002938606,0.004964659,0.002513244,0.02348082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004852837,"about_ca_system_score_gemma":0.006285239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1533723,"about_ca_topic_score_gemma":0.5056435,"domain_scores_codex":[0.9994692,0.00007648695,0.000008826875,0.00008407324,0.0002187841,0.0001426651],"domain_scores_gemma":[0.9994842,0.00003451473,0.00001062969,0.0000595269,0.0001432565,0.000267921],"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":[0.00005331422,0.00005652271,0.001903304,0.0001114653,0.000004292168,0.0006909635,0.01700742,0.0001407841,0.001333884,0.1986219,0.6555212,0.124555],"study_design_scores_gemma":[0.000001832408,0.00000690881,0.0003167702,0.00003767036,0.000001211776,0.00005962782,0.003293897,0.00002660597,0.00009077419,0.002238879,0.9939219,0.000003913168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00584589,0.0005358958,0.001190855,0.004121013,0.000657451,0.0000429141,0.0001146205,0.0003562517,0.9871351],"genre_scores_gemma":[0.04082224,0.0004547517,0.001523646,0.001980272,0.00006160142,0.00002165404,0.00009064699,0.0002715962,0.9547735],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1533723,"threshold_uncertainty_score":0.461318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009456242841625674,"score_gpt":0.1825948980710887,"score_spread":0.173138655229463,"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."}}