{"id":"W4404443844","doi":"10.1353/phx.2023.a942865","title":"Index to Volume LXXVII","year":2023,"lang":"en","type":"article","venue":"Phoenix","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); Computer science; Thermodynamics; Physics","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":[0.0003460371,0.00008630598,0.0002123026,0.0002663229,0.0001137253,0.00006550473,0.0002061227,0.00003235627,0.008044452],"category_scores_gemma":[0.0000769953,0.0001048122,0.00007276113,0.000452749,0.00003373595,0.0001099642,0.0001758652,0.00004913701,0.334132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005166492,"about_ca_system_score_gemma":0.000006007268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000203153,"about_ca_topic_score_gemma":0.00001207335,"domain_scores_codex":[0.9990486,0.000002443291,0.0002537872,0.0003618444,0.00002130857,0.0003120392],"domain_scores_gemma":[0.9995663,0.00001441213,0.00006384473,0.0002491209,0.00001224759,0.00009404893],"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":[0.000004929332,0.00001274984,0.03811512,0.000004796699,0.00002795325,0.000003396464,0.001344529,0.0001933192,0.000006699926,0.01921364,0.9399358,0.001137075],"study_design_scores_gemma":[0.0001579589,0.00001241234,0.03637777,0.000002374289,0.000001178592,4.464708e-7,0.0002019933,0.00107806,0.00001547748,0.003577651,0.9584314,0.0001433248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2293738,0.0001543921,0.0003831504,0.00152342,0.004569023,0.0001816617,0.0004032211,0.0002303522,0.763181],"genre_scores_gemma":[0.6179057,0.00003295653,0.00006226409,0.0004205989,0.00009709271,0.00002110413,0.000006316116,0.00001144867,0.3814425],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.388532,"threshold_uncertainty_score":0.9928623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0463969196435088,"score_gpt":0.2203864893080568,"score_spread":0.173989569664548,"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."}}