{"id":"W4242666059","doi":"10.1190/1.2353882","title":"Hydrogeophysics Workshop","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001547261,0.0007845945,0.0003329904,0.0009534091,0.001522912,0.003822064,0.001201243,0.001181389,0.09939639],"category_scores_gemma":[0.001491986,0.0002320948,0.0007842197,0.0007291495,0.0006056891,0.001551975,0.002952644,0.001454038,0.03016509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002593758,"about_ca_system_score_gemma":0.004967779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007746926,"about_ca_topic_score_gemma":0.01875999,"domain_scores_codex":[0.9995593,0.00005495119,0.00001853755,0.00007369823,0.0002117187,0.00008169414],"domain_scores_gemma":[0.9990589,0.0000581824,0.00002043175,0.00008092275,0.000374748,0.0004067366],"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":[0.0001153245,0.0000759584,0.0009994543,0.0001418411,0.00002068482,0.0004019706,0.0003663384,0.002503694,0.001953396,0.03861891,0.8325773,0.1222251],"study_design_scores_gemma":[0.000004652769,0.0000131622,0.0003736998,0.00004858253,0.00000323507,0.00005006856,0.0001578643,0.0002964571,0.0004060318,0.003844269,0.9947957,0.000006308057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02559946,0.01352515,0.03470635,0.1028512,0.03933318,0.0003550042,0.009628105,0.003149712,0.7708519],"genre_scores_gemma":[0.07580535,0.01010659,0.01343449,0.005647624,0.003095912,0.0001942411,0.00547937,0.0009533271,0.885283],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09939639,"threshold_uncertainty_score":0.332514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171600569872871,"score_gpt":0.2552196988614433,"score_spread":0.2380596418741562,"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."}}