{"id":"W4244437343","doi":"10.1017/s1446181113000242","title":"ANZ VOLUME 54 ISSUE 3 COVER AND BACK MATTER","year":2013,"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); Environmental science; Computer science; Engineering; Mathematics; Physics; Mechanical engineering; Thermodynamics","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":[0.0006471337,0.0003000044,0.0006912778,0.0001915961,0.0004362145,0.000796899,0.0005510222,0.0001871621,0.8232184],"category_scores_gemma":[0.00001498814,0.0002377443,0.0001979778,0.00008941266,0.0002753608,0.0003502514,0.0002828377,0.000569218,0.9691076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000959211,"about_ca_system_score_gemma":0.00002611646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001720063,"about_ca_topic_score_gemma":7.157151e-7,"domain_scores_codex":[0.9983307,0.00002529544,0.0006991629,0.0004306958,0.00004626666,0.0004679112],"domain_scores_gemma":[0.9986197,0.00003708111,0.000748347,0.0004074723,0.0000485361,0.00013889],"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":[0.000006234273,0.00001558128,0.0008147816,0.0000235351,0.0001877893,0.000001543922,0.000492365,0.0000259588,3.732569e-7,0.0001299029,0.9981404,0.0001615297],"study_design_scores_gemma":[0.0003240487,0.00002533316,0.001349642,0.0000343635,0.00001859288,0.00007776103,0.0001663854,0.000136793,0.000001140252,0.0004727349,0.9970783,0.0003148852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002033028,0.01420112,0.0001100346,0.002552449,0.01186102,0.000187366,0.0006192552,0.000004011421,0.9684317],"genre_scores_gemma":[0.0007127758,0.007986535,0.00008468088,0.001836913,0.001730194,0.000007367172,0.00001509242,0.00003744118,0.987589],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1458892,"threshold_uncertainty_score":0.9694933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02932840826091649,"score_gpt":0.2064541808318598,"score_spread":0.1771257725709434,"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."}}