{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001516832,0.0007958011,0.0007675312,0.001242358,0.0008654997,0.003826859,0.002290863,0.001418664,0.009806307],"category_scores_gemma":[0.0043002,0.0005693774,0.00118549,0.001130807,0.0006999446,0.001671074,0.002772228,0.001185995,0.003795177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006661612,"about_ca_system_score_gemma":0.001343117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002998538,"about_ca_topic_score_gemma":0.002488008,"domain_scores_codex":[0.9986791,0.0002675176,0.00007905174,0.0002462408,0.0006395383,0.00008848851],"domain_scores_gemma":[0.9987582,0.0003491588,0.00006925218,0.0004517265,0.000285315,0.00008633677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004970495,0.0001121815,0.00318578,0.0003157957,0.00009482353,0.0005520111,0.0009827545,0.4543622,0.03566865,0.1321935,0.04777912,0.3242561],"study_design_scores_gemma":[0.00002914754,0.00004369744,0.0007483375,0.00004363073,0.00001950766,0.0002264684,0.00009720585,0.7982557,0.01177758,0.03512067,0.1535615,0.00007649088],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004751846,0.00007850089,0.9775355,0.0002214527,0.0001411129,0.000144164,0.001820273,0.005628706,0.009678445],"genre_scores_gemma":[0.1741922,0.000253173,0.8018197,0.0001919311,0.0001208958,0.0006784021,0.00663005,0.003144055,0.01296967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009806307,"threshold_uncertainty_score":0.03280538,"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."}}