{"id":"W4412287219","doi":"","title":"Water saturation and stiffness of chalk from Halfdan and Dan fields, Danish North Sea","year":2017,"lang":"en","type":"article","venue":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Saturation (graph theory); Danish; Geology; Oceanography; Water saturation; Environmental science; Hydrology (agriculture); Physical geography; Geography; Geotechnical engineering; Mathematics; Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002957174,0.0002862364,0.0006816604,0.0001715694,0.0006148319,0.0000440391,0.001042598,0.0004823385,0.001689238],"category_scores_gemma":[0.00008001227,0.0002904524,0.0001802805,0.0001452861,0.001518132,0.0006237032,0.0005424809,0.0004461468,0.00002732849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000238426,"about_ca_system_score_gemma":0.00005336127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01789398,"about_ca_topic_score_gemma":0.09832518,"domain_scores_codex":[0.9981715,0.0001090012,0.0003003443,0.0005943007,0.0004379751,0.0003868546],"domain_scores_gemma":[0.9981127,0.0002758863,0.0003890451,0.0007451319,0.0001782845,0.0002989634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001886609,0.0002829979,0.9532949,0.0003474774,0.0001834194,0.0003936139,0.0010258,0.00002495313,0.01927429,0.0003023429,0.002262692,0.02072085],"study_design_scores_gemma":[0.00139462,0.0002866836,0.9922274,0.0001753244,0.0002034815,0.0000288497,0.000931295,0.0006294438,0.0007645859,0.0003142992,0.002652137,0.0003918683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991642,0.0002579505,0.0003160914,0.0008176985,0.00008139204,0.0003109062,0.001118584,0.00004286475,0.005412539],"genre_scores_gemma":[0.9971138,0.001334578,0.0007393024,0.00003258705,0.00003078535,3.511304e-8,0.0003840159,0.000007664418,0.0003572717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0804312,"threshold_uncertainty_score":0.9999548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236474906288587,"score_gpt":0.2011788395557556,"score_spread":0.1788140904928697,"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."}}