{"id":"W28610618","doi":"10.1186/s12864-017-3834-z","title":"Overcoming the Challenges of Deep Water","year":2000,"lang":"en","type":"article","venue":"16th World Petroleum Congress","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"RIKEN; University of British Columbia; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Genome British Columbia","keywords":"Computer science; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005063061,0.0001821968,0.0002775177,0.0001049126,0.0001888818,0.00004182095,0.0005455168,0.00007206033,0.007065503],"category_scores_gemma":[0.00004101326,0.0001063469,0.0001469506,0.0001673288,0.0002742429,0.0001220441,0.0001114411,0.0002669253,0.0001843025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006200852,"about_ca_system_score_gemma":0.00002488652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009388951,"about_ca_topic_score_gemma":0.00482629,"domain_scores_codex":[0.9981123,0.0002753641,0.0003039156,0.0002962862,0.0004008217,0.0006113236],"domain_scores_gemma":[0.9988879,0.0001973435,0.00003546282,0.0006620676,0.0001182968,0.00009895936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006694247,0.0002765009,0.002912743,0.000183956,0.0002610483,0.00008288067,0.001825047,0.05826827,0.0003561058,0.5952552,0.0004625111,0.3394463],"study_design_scores_gemma":[0.001156417,0.0000926409,0.003605543,0.00005037965,0.00003807721,0.0000141309,0.001065188,0.005624034,0.007159464,0.02896282,0.9518663,0.0003650021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5125961,0.001909236,0.00000380079,0.004776277,0.0002087141,0.00008858136,0.000003070377,0.00006361249,0.4803506],"genre_scores_gemma":[0.9490255,0.0001731406,0.00001946043,0.0001410918,0.0001181201,0.00003341732,0.000004618769,0.00002049031,0.05046421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9514038,"threshold_uncertainty_score":0.9938422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398764077623421,"score_gpt":0.2557783306614054,"score_spread":0.2417906898851712,"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."}}