{"id":"W2996197235","doi":"","title":"Preliminary Rock Physics Analysis on Lodgepole Formation in Manitoba, Canada","year":2012,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology; Archaeology; Physical geography; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026601,0.0002935214,0.0004641986,0.002186343,0.003565486,0.001170291,0.001144176,0.0003745365,0.003787549],"category_scores_gemma":[0.0006126711,0.0003328194,0.0004929063,0.002639954,0.0005307227,0.0003256466,0.0008210494,0.0004235382,0.0004829666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01751575,"about_ca_system_score_gemma":0.01794335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9907703,"about_ca_topic_score_gemma":0.9972994,"domain_scores_codex":[0.9996687,0.00001284224,0.000007538187,0.00004282922,0.0001417946,0.000126337],"domain_scores_gemma":[0.9995213,0.00003004583,0.00002482004,0.00001593827,0.0003158386,0.00009215478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004746896,0.0002875713,0.9226199,0.00008853762,0.0002063562,0.001511955,0.002120741,0.02713271,0.01044138,0.001707206,0.01051337,0.02289556],"study_design_scores_gemma":[0.0000247754,0.00002650646,0.9841718,0.00001335978,0.00002717176,0.00004056302,0.002133383,0.00645397,0.00117167,0.0001137078,0.005802771,0.00002025197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820952,0.00009448814,0.0003615776,0.0001988787,0.000006403593,0.00005042867,0.004977962,0.00006108233,0.01215397],"genre_scores_gemma":[0.9851731,0.0001336336,0.0007793854,0.00007313047,0.000002784642,0.00002179573,0.004140064,0.00003083561,0.009645272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01751575,"threshold_uncertainty_score":0.1270862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638538670220016,"score_gpt":0.2116919196236314,"score_spread":0.1953065329214312,"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."}}