{"meta":{"query_hash":"4688f0e23622","filters":{"venue":"Topics in Regulatory Economics and Policy"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4688f0e23622","api":"https://metacan.xera.ac/api/v1/cohort?venue=Topics+in+Regulatory+Economics+and+Policy"},"results":[{"id":"W1498140131","doi":"10.1007/978-0-387-29744-6_16","title":"Forecasting Swiss Mail Demand","year":2007,"lang":"en","type":"book-chapter","venue":"Topics in Regulatory Economics and Policy","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economic slowdown; Payment; Broadband; Advertising; Business; Slowdown; Direct mail; Telecommunications; Service (business); Commerce; Computer science; Internet privacy; Marketing; Economics; Finance; Geography; Economic policy","score_opus":0.05000489084138002,"score_gpt":0.2529815280241449,"score_spread":0.2029766371827649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1498140131","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1183333,0.00068395725,0.000004175419,0.00051585183,0.00042234123,0.00021630128,0.000007308484,0.000035912417,0.8797808],"genre_scores_gemma":[0.3594753,0.00244339,0.00033965555,0.0058435667,0.018511957,0.000019490297,0.00012781675,0.0003605954,0.6128782],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987438,0.0000025813079,0.00048868026,0.00037414287,0.0000629062,0.00032790005],"domain_scores_gemma":[0.9992812,0.00004680862,0.0002975907,0.0003110024,0.000035149,0.000028198881],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046329416,0.00032485466,0.00040894153,0.00074115995,0.00011553444,0.00019520958,0.00017696945,0.00032861932,0.00022410059],"category_scores_gemma":[0.000019766347,0.0003758443,0.00010058412,0.000045321936,0.00009440522,0.0002439919,0.00026118354,0.00030285615,0.000030244175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019297973,0.0000070165006,0.009010752,0.00018342814,0.000025569614,0.00002076311,0.000037681915,0.000023380271,5.3275437e-7,0.7988526,0.0004280492,0.1913909],"study_design_scores_gemma":[0.00036226757,0.0000040656364,0.009929138,0.0001264253,0.000055832854,0.000011415805,0.000009443971,0.001104894,0.0000015979214,0.10460876,0.8832964,0.00048978016],"about_ca_topic_score_codex":0.00049263786,"about_ca_topic_score_gemma":0.0014003811,"teacher_disagreement_score":0.88286835,"about_ca_system_score_codex":0.00009458639,"about_ca_system_score_gemma":0.00006538428,"threshold_uncertainty_score":0.99986935},"labels":[],"label_agreement":null},{"id":"W2825965","doi":"10.1007/0-387-23637-6_18","title":"The Role of Pilot Projects in Facilitating Changes in Work Organization in the Postal Sector Canadian Case Study","year":2006,"lang":"en","type":"book-chapter","venue":"Topics in Regulatory Economics and Policy","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canada Auto Workers","funders":"Australian Government","keywords":"Acknowledgement; Deregulation; Work (physics); Competition (biology); Corporation; Process (computing); Public relations; Business; Labor relations; Quality (philosophy); Political science; Engineering; Labour economics; Economics; Market economy; Computer security; Finance; Computer science","score_opus":0.020397291188203402,"score_gpt":0.20204581162666738,"score_spread":0.18164852043846397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2825965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95931077,0.00017424481,1.6838154e-8,0.00056914496,0.000071531285,0.00052821706,0.00001885061,0.000004465793,0.03932276],"genre_scores_gemma":[0.9974434,0.00006811709,0.0000017237485,0.00023573931,0.00046173375,0.000014445183,0.000024376193,0.000024564362,0.001725908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907154,0.0000091868005,0.00043076882,0.00020380247,0.000031742144,0.0002529775],"domain_scores_gemma":[0.9995332,0.000048694088,0.00017944063,0.00020870082,0.000019074021,0.0000108887825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041091387,0.00018424192,0.00026743207,0.0006946417,0.000079046134,0.00009776774,0.00017186935,0.00010774122,0.000010292688],"category_scores_gemma":[0.000016267279,0.00015981354,0.000018005156,0.00015549794,0.00006614915,0.00012768053,0.000043235952,0.00019067574,0.0000021477324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001973377,0.000051745526,0.7552406,0.00008889774,0.000017000018,0.00007626333,0.007317632,0.00068415893,7.1474847e-7,0.22852449,0.00006330747,0.007915436],"study_design_scores_gemma":[0.0013552475,0.000052334526,0.860399,0.00017269401,0.000023376144,0.000020122628,0.01217493,0.0005603735,0.0000021094475,0.023260778,0.10131759,0.0006614162],"about_ca_topic_score_codex":0.47683212,"about_ca_topic_score_gemma":0.9665862,"teacher_disagreement_score":0.48975405,"about_ca_system_score_codex":0.00020415931,"about_ca_system_score_gemma":0.00016848667,"threshold_uncertainty_score":0.6517007},"labels":[],"label_agreement":null}]}