{"id":"W2602176205","doi":"10.20381/ruor-20164","title":"An Integrated Risk Management Framework for Carbon Capture and Storage in the Canadian Context","year":2017,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbon capture and storage (timeline); Context (archaeology); Risk management; Business; Risk analysis (engineering); Environmental science; Climate change; Geography; Geology; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00249725,0.0001962397,0.0003230872,0.0008115543,0.001262113,0.0001478536,0.00150156,0.0006540333,0.0001028749],"category_scores_gemma":[0.0006634246,0.000188135,0.0000932135,0.0004194085,0.0004343936,0.0001448516,0.00005367799,0.001550379,0.000003281358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006613955,"about_ca_system_score_gemma":0.0007647767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8439484,"about_ca_topic_score_gemma":0.9918178,"domain_scores_codex":[0.997056,0.0008654647,0.0001315636,0.000504117,0.0007321965,0.0007106297],"domain_scores_gemma":[0.9976506,0.0003327357,0.0001096932,0.0008757754,0.0007474742,0.000283722],"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":[0.0002346759,0.0001476373,0.005583384,0.0006574349,0.0001914504,0.0005066596,0.01101167,0.0002937744,0.000003631267,0.8815685,0.001088689,0.09871248],"study_design_scores_gemma":[0.001323772,0.0004732905,0.08914918,0.0003048508,0.00008123714,0.00000211566,0.3382434,0.002263869,0.00001356694,0.09380367,0.4738886,0.0004524393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5779445,0.0003728202,0.00004616988,0.001453147,0.0001897665,0.002094425,0.0002963884,0.0000278188,0.4175749],"genre_scores_gemma":[0.9760057,0.0002479645,0.000346865,0.00001292926,0.00002874176,0.00001097791,0.0006066685,0.00002138297,0.02271872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7877648,"threshold_uncertainty_score":0.9707279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02405314246126647,"score_gpt":0.3129597998792256,"score_spread":0.2889066574179592,"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."}}