{"id":"W2041804455","doi":"10.14430/arctic4442","title":"Index to Volume 67","year":2014,"lang":"en","type":"article","venue":"ARCTIC","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Index (typography); Volume (thermodynamics); Mathematics; Computer science; Physics; Thermodynamics; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003394644,0.00007000113,0.0001738271,0.0001113883,0.0000837238,0.00005252483,0.0001580844,0.00002544743,0.006561507],"category_scores_gemma":[0.000147825,0.00008238045,0.0000526407,0.0001108865,0.000035762,0.00009607492,0.00008865711,0.0000429401,0.1289123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004916301,"about_ca_system_score_gemma":0.000003037379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003863111,"about_ca_topic_score_gemma":0.000028113,"domain_scores_codex":[0.9992698,0.000003744115,0.0002076308,0.0002915996,0.00001468799,0.000212507],"domain_scores_gemma":[0.9995799,0.00001927654,0.00006389591,0.0002445421,0.00001274648,0.00007961908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008697572,0.00004965585,0.493869,0.00001745459,0.0000602693,9.511251e-7,0.001047744,0.0004008397,0.000003296394,0.258956,0.2429026,0.002683478],"study_design_scores_gemma":[0.0001725115,0.00002534609,0.09183207,0.000004063314,0.000001835935,6.903296e-7,0.00006948366,0.002098711,0.000003011666,0.01185219,0.8938001,0.0001399606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1337082,0.0001528375,0.002574667,0.001782319,0.003369862,0.0001446898,0.00005932804,0.0000593605,0.8581488],"genre_scores_gemma":[0.8303441,0.000006466397,0.0002312312,0.0009287719,0.00008640553,0.000007609739,0.000001334366,0.000007104476,0.168387],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6966359,"threshold_uncertainty_score":0.9943466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428054328570791,"score_gpt":0.1868500674644411,"score_spread":0.1625695241787332,"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."}}