{"id":"W4312686761","doi":"10.3997/2214-4609.202286012","title":"Scotian Margin Energy Transition- Petroleum and CCS Systems from plate to pore","year":2022,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Paragraph; Directive; Disclaimer; Margin (machine learning); Computer science; Order (exchange); Political science; Business; Law; World Wide Web; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008964847,0.0001195758,0.00009910282,0.0005028551,0.0006931904,0.001078877,0.000232754,0.0002213066,0.01296282],"category_scores_gemma":[0.0004828813,0.00006808467,0.0001506694,0.001002407,0.0005834998,0.000375878,0.0005325401,0.0003107814,0.001422369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006147393,"about_ca_system_score_gemma":0.006612197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6426799,"about_ca_topic_score_gemma":0.767975,"domain_scores_codex":[0.9998842,0.000007631535,0.000005482307,0.00002006782,0.00005430565,0.00002814625],"domain_scores_gemma":[0.9997742,0.00002348277,0.00002629301,0.00002020584,0.0001230873,0.00003275431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003388796,0.0001048967,0.2791014,0.001844902,0.0001668011,0.01080466,0.005623321,0.04308372,0.04037956,0.1817369,0.1377995,0.2959656],"study_design_scores_gemma":[0.00008408891,0.0001405572,0.4978889,0.0003533002,0.00003836936,0.0009523526,0.005355188,0.009732694,0.008358445,0.008941518,0.4680946,0.00006005559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6915665,0.001289151,0.002055574,0.003142337,0.0002801787,0.0001155283,0.01521144,0.0002438687,0.2860953],"genre_scores_gemma":[0.9474785,0.0002852302,0.0006360162,0.0001499055,0.00001510408,0.00001815065,0.002006165,0.00004409698,0.04936677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6426799,"threshold_uncertainty_score":0.7188488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003501289435505709,"score_gpt":0.1450328667447601,"score_spread":0.1415315773092544,"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."}}