{"id":"W2301152932","doi":"","title":"Deep Energy Foundations: Geotechnical Challenges and Design Considerations","year":2013,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geotechnical engineering; Geology; Engineering; Civil engineering; Construction engineering","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":[0.00128325,0.0005207972,0.0003381517,0.0007252462,0.0007429141,0.002373365,0.001286019,0.001268576,0.007609062],"category_scores_gemma":[0.001758563,0.0003979552,0.000263905,0.0007767574,0.0009749579,0.002130078,0.001241686,0.0009796204,0.002171129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009765672,"about_ca_system_score_gemma":0.001335543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002506388,"about_ca_topic_score_gemma":0.01171809,"domain_scores_codex":[0.9991785,0.0001375067,0.00003296244,0.00004652237,0.000479773,0.0001247298],"domain_scores_gemma":[0.9989159,0.0002236562,0.00009629538,0.0001250464,0.000484854,0.0001541607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001228795,0.0001981392,0.008943697,0.002118247,0.00003824997,0.002931639,0.0007758253,0.09661639,0.04584837,0.1739502,0.027125,0.6413313],"study_design_scores_gemma":[0.00005937041,0.001161934,0.01826336,0.001281564,0.00009539496,0.01059886,0.01038161,0.08516817,0.02233496,0.1344008,0.7161037,0.0001503326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2267288,0.02468129,0.4293614,0.03080264,0.001278498,0.0004620262,0.0007856801,0.001050841,0.2848487],"genre_scores_gemma":[0.8591444,0.01327508,0.08985984,0.0006761471,0.0001815218,0.0001220997,0.0002562977,0.0001610361,0.03632354],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007609062,"threshold_uncertainty_score":0.02545488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02120248101996638,"score_gpt":0.2401359861719245,"score_spread":0.2189335051519581,"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."}}