{"id":"W4256082346","doi":"10.1017/s1479591415000169","title":"ASI volume 12 issue 2 Cover and Front matter","year":2015,"lang":"en","type":"article","venue":"International Journal of Asian Studies","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front cover; Cover (algebra); Front (military); Volume (thermodynamics); Content (measure theory); Action (physics); Political science; Environmental science; Geography; Engineering; Physics; Mathematics; Meteorology; Mechanical engineering; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004862608,0.000092405,0.0003134202,0.000188775,0.00004102683,0.00009048719,0.0002136183,0.00002573978,0.004427755],"category_scores_gemma":[0.0001547305,0.00008676461,0.00007817397,0.00002165729,0.0001280898,0.0003537353,0.0001541014,0.00007507667,0.02404829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373446,"about_ca_system_score_gemma":0.00001405574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001323195,"about_ca_topic_score_gemma":0.000002271303,"domain_scores_codex":[0.9991471,0.000006735845,0.0005054987,0.000149324,0.00007372901,0.0001176572],"domain_scores_gemma":[0.9991835,0.00001889077,0.0004352678,0.00007156985,0.0002178334,0.00007298153],"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":[0.00003361685,0.00002921935,0.09152023,0.000004043608,0.0007076105,0.00002136181,0.004213971,0.0000233146,5.188213e-7,0.001365924,0.9014983,0.000581853],"study_design_scores_gemma":[0.0007123742,0.00005104977,0.02006872,0.0000228293,0.00001145538,0.00004725366,0.005908748,0.00004004791,0.000004669886,0.004152225,0.9688696,0.0001110734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04159801,0.01652841,0.0004603199,0.01621151,0.01857353,0.00009501238,0.0002082724,0.0000117466,0.9063132],"genre_scores_gemma":[0.5605711,0.00119947,0.001236918,0.001095212,0.001118028,0.000002920134,0.00000171738,0.00001429944,0.4347603],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5189731,"threshold_uncertainty_score":0.9964823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05418318030626757,"score_gpt":0.259973111766499,"score_spread":0.2057899314602314,"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."}}