{"id":"W2024975422","doi":"10.3905/jsf.2001.320231","title":"High Wire Act","year":2001,"lang":"en","type":"article","venue":"The journal of structured finance","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Transmission (telecommunications); Business; Neutrality; Battle; Profit (economics); Industrial organization; Economics; Finance; Telecommunications; Computer science; Microeconomics","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":[0.0001678315,0.000121164,0.0002001139,0.00008468285,0.0001353719,0.00007024334,0.0003862994,0.00004865355,0.0001494532],"category_scores_gemma":[0.000005242841,0.00008014208,0.0000876875,0.0001740149,0.00006479649,0.0006140872,0.00002462613,0.000187701,0.00003855665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001747613,"about_ca_system_score_gemma":0.00001889449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003004896,"about_ca_topic_score_gemma":0.0003104405,"domain_scores_codex":[0.9992947,0.000002800905,0.0003113298,0.00007156907,0.0001130188,0.0002066069],"domain_scores_gemma":[0.9993122,0.00001368873,0.0004435229,0.0001548697,0.00006832455,0.000007358997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002149814,0.0001803619,0.5043111,0.0002581698,0.0004735325,0.0004985543,0.001796363,0.02188661,0.005718318,0.08497009,0.1577408,0.2200162],"study_design_scores_gemma":[0.0006492487,0.00001289984,0.5561985,0.00003415077,0.00005668191,0.00009298697,0.00009598151,0.0001644481,0.00007426487,0.01425491,0.4282028,0.0001630535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952142,0.0002504482,0.0002420034,0.001103283,0.0009071903,0.00004780974,0.000001940137,0.00001469073,0.002218466],"genre_scores_gemma":[0.9959929,0.0001187476,0.00009591517,0.001130312,0.002264791,5.11873e-7,0.000001780047,0.00001331313,0.0003817282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.270462,"threshold_uncertainty_score":0.3268099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009368485361150803,"score_gpt":0.1884982139689545,"score_spread":0.1791297286078037,"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."}}