{"id":"W4391697194","doi":"10.2139/ssrn.4693111","title":"Offshore 'Firewalls'","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Submarine pipeline; Business; Geology; Oceanography","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":[0.001336948,0.0003153735,0.0001736978,0.0011716,0.003593025,0.005680238,0.0005583067,0.001997071,0.04647236],"category_scores_gemma":[0.005247327,0.0002177225,0.0002536521,0.001474599,0.001795836,0.003612251,0.002572429,0.001645422,0.009232777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075358,"about_ca_system_score_gemma":0.00153666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004801664,"about_ca_topic_score_gemma":0.008838011,"domain_scores_codex":[0.9987692,0.0003329509,0.00005786201,0.0001358965,0.0003845612,0.0003194702],"domain_scores_gemma":[0.9966331,0.0008665473,0.0009479111,0.00063015,0.0005762782,0.0003459337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003106554,0.0002250409,0.0440214,0.0005251687,0.00003686602,0.001820106,0.01628035,0.0005368291,0.0027086,0.4186246,0.1695881,0.3453224],"study_design_scores_gemma":[0.00002878101,0.0002246039,0.0470901,0.0007075767,0.00002622701,0.001562058,0.0225865,0.0003887241,0.002025598,0.01755871,0.9077486,0.00005257413],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1628539,0.001119257,0.002731941,0.006959802,0.0007444736,0.00003276444,0.0002742546,0.0001560331,0.8251275],"genre_scores_gemma":[0.7208307,0.001577834,0.001166186,0.002575992,0.0001975218,0.00003497977,0.0004097627,0.00008538103,0.2731216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04647236,"threshold_uncertainty_score":0.1554655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058238696827563,"score_gpt":0.2895578993345027,"score_spread":0.2789755123662271,"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."}}