{"id":"W1987116698","doi":"10.1071/aseg2001ab121","title":"The AVO modelling volume","year":2001,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Shell (Canada)","funders":"","keywords":"Volume (thermodynamics); Biot number; Porosity; Line (geometry); Saturation (graph theory); Geology; Mathematics; Mechanics; Mineralogy; Geometry; Geotechnical engineering; Physics; 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":[],"category_scores_codex":[0.0001536665,0.0001809509,0.000168131,0.00005087124,0.0003794974,0.0001227807,0.0003531509,0.0001185167,0.001594324],"category_scores_gemma":[0.00009673661,0.0001345478,0.0001262509,0.0003045557,0.0000830972,0.0001296148,0.00003944696,0.0003277134,0.0004372566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006338958,"about_ca_system_score_gemma":0.00004397914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001142099,"about_ca_topic_score_gemma":0.0000161491,"domain_scores_codex":[0.9986338,0.000007152873,0.0003090017,0.000286813,0.000287831,0.0004754007],"domain_scores_gemma":[0.9990085,0.0001761759,0.0001367668,0.0004792629,0.00006362057,0.0001356411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009080922,0.002992097,0.005936177,0.0003178298,0.002475325,0.002040725,0.0008629077,0.1525128,0.06272544,0.01578471,0.09111451,0.6623294],"study_design_scores_gemma":[0.001537031,0.00007116312,0.01937722,0.00005942028,0.0005837367,0.0003781294,0.001931568,0.04447699,0.3886828,0.02097759,0.520444,0.001480323],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7428424,0.002374238,0.001747442,0.0009666724,0.0001393777,0.00005673617,0.00001064463,0.0002760023,0.2515865],"genre_scores_gemma":[0.9717979,0.0005735058,0.0003018451,0.0001093285,0.0002709917,0.00001063293,0.00001497848,0.00002491313,0.02689595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6608491,"threshold_uncertainty_score":0.9993184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023623006526466,"score_gpt":0.2622124523628327,"score_spread":0.2419762222975681,"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."}}