{"id":"W3011444328","doi":"","title":"Union Certification on Offshore Production Installations","year":2003,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Submarine pipeline; Production (economics); Business; Legislation; Law; Political science; Geology; Oceanography; Economics","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":[0.0001498466,0.0001655822,0.0001280882,0.0000809398,0.0001336644,0.00003568665,0.00007253178,0.00006777827,0.0001186442],"category_scores_gemma":[0.0001094714,0.0001684192,0.00004446293,0.0002466982,0.00002464823,0.0001586125,0.00001056827,0.000201816,0.0002069751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009385166,"about_ca_system_score_gemma":0.00001011359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002300401,"about_ca_topic_score_gemma":0.0001493988,"domain_scores_codex":[0.9992104,0.00002862111,0.0001934919,0.0002083226,0.0001525984,0.0002065415],"domain_scores_gemma":[0.999508,0.00002232553,0.0000202712,0.0003261963,0.00004964692,0.00007352047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001732102,0.0001574305,0.007246342,0.0002829715,0.0002267008,0.000007328685,0.0004356552,0.4650059,0.01396423,0.4504321,0.04864155,0.01358251],"study_design_scores_gemma":[0.000280711,0.00006546189,0.02586127,0.00006994671,0.00003236144,0.000008988627,0.00008118216,0.002649049,0.02420464,0.001316507,0.9449108,0.0005190331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5820055,0.0009148226,0.00708715,0.0009122561,0.004034629,0.0007937103,0.00001394798,0.002286552,0.4019514],"genre_scores_gemma":[0.9970871,0.00009398712,0.0007730191,0.00004317813,0.0002176014,0.0000470426,0.00002347881,0.00003766142,0.001676925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8962693,"threshold_uncertainty_score":0.6867937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452176166807922,"score_gpt":0.2188864927869557,"score_spread":0.2043647311188765,"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."}}