{"id":"W225627245","doi":"","title":"Microtomography experiment for rock texture analysis: 3D shape orientation distribution function of crystals and vesicles in volcanic products","year":2010,"lang":"en","type":"article","venue":"EGUGA","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volcano; Texture (cosmology); Geology; Physics; Archaeology; Geography; Mineralogy; Seismology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001227951,0.00009248214,0.0001655622,0.0002283167,0.00003299103,0.00002096577,0.00004217798,0.00006746234,0.00002924562],"category_scores_gemma":[0.0000193672,0.00008630363,0.00006947933,0.0008634397,0.00001433953,0.0001312886,0.000008039736,0.0000762147,9.538373e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001648529,"about_ca_system_score_gemma":0.000008176013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001552481,"about_ca_topic_score_gemma":0.0002285343,"domain_scores_codex":[0.9993868,0.00001479415,0.0002252918,0.0001644858,0.00009952796,0.000109059],"domain_scores_gemma":[0.9996976,0.00001358231,0.00004807088,0.0001377724,0.00006781738,0.00003511113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003833961,0.00007033115,0.01050317,0.0001037912,0.0003400721,3.362073e-7,0.0007539114,0.02596668,0.9595966,0.0001197956,0.0003761229,0.002130887],"study_design_scores_gemma":[0.001458564,0.0001635253,0.07473649,0.00003289639,0.0008263093,0.000001062388,0.001249516,0.5188056,0.3948912,0.0002373556,0.007120243,0.000477302],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785203,0.0003526783,0.02056001,0.00006096515,0.0001142402,0.0002876499,0.00002976563,0.00004601409,0.00002831376],"genre_scores_gemma":[0.9992274,0.00002952519,0.0002585271,0.000006002572,0.00005260649,0.00009937688,0.0003002768,0.000009330228,0.00001695758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5647054,"threshold_uncertainty_score":0.351936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006274600800576847,"score_gpt":0.2197413084366183,"score_spread":0.2134667076360414,"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."}}