{"id":"W4245415245","doi":"10.1017/s1446181110000660","title":"ANZ volume 52 issue 1 Cover and Back matter","year":2010,"lang":"en","type":"paratext","venue":"The ANZIAM Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cover (algebra); Volume (thermodynamics); Action (physics); Content (measure theory); Mathematics; Computer science; Environmental science; Engineering; Physics; Mechanical engineering; Thermodynamics; Mathematical analysis","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008785315,0.0002948953,0.0006677058,0.0001964026,0.0004949368,0.0006670888,0.00058803,0.0002611705,0.7579606],"category_scores_gemma":[0.00002001008,0.0002380032,0.0002053545,0.00008871307,0.0003303211,0.000267593,0.0002784427,0.0009904949,0.9280853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006477203,"about_ca_system_score_gemma":0.00003190135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008608915,"about_ca_topic_score_gemma":0.000001988345,"domain_scores_codex":[0.9983781,0.00002057627,0.0006667918,0.0004367885,0.00004665395,0.0004510826],"domain_scores_gemma":[0.9985912,0.00003906331,0.000744005,0.0004440678,0.00004364205,0.0001379647],"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":[0.000008561899,0.00001690356,0.0009386727,0.00001903653,0.0001503222,0.000002287582,0.0003994628,0.00001316066,0.000001253735,0.0001287853,0.9981465,0.0001750972],"study_design_scores_gemma":[0.0003441435,0.00002001134,0.00112057,0.00002570789,0.00002022274,0.0001114315,0.0001331301,0.00007297537,0.000002330924,0.0004469806,0.9973891,0.0003133819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002287213,0.008696163,0.00009936631,0.002614683,0.01813511,0.0001444735,0.0008609023,0.00000406063,0.967158],"genre_scores_gemma":[0.0008072062,0.005398946,0.0001121291,0.001656867,0.00223539,0.000004388368,0.00001632124,0.00003810463,0.9897307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1701246,"threshold_uncertainty_score":0.9705486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02636730101346403,"score_gpt":0.2112697451862003,"score_spread":0.1849024441727362,"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."}}