{"id":"W611638441","doi":"10.1016/0967-0653(93)96192-g","title":"10.1016/0967-0653(93)96192-g","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shetland; Petroleum industry; Safeguarding; Resource (disambiguation); Statutory law; Environmental impact assessment; North sea; Environmental pollution; Environmental protection; Economy; Geography; Political science; Engineering; Law; Oceanography; Environmental engineering; Economics; Geology; Forestry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.00005351532,0.0001797968,0.0001816491,0.00006812275,0.0000418087,0.00002483123,0.0001498132,0.00004980334,0.9877364],"category_scores_gemma":[0.00001400693,0.0001823812,0.00005346742,0.0001731093,0.00001156314,0.00006029666,0.00003162415,0.0001160878,0.9879681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003138099,"about_ca_system_score_gemma":0.000004114251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001037894,"about_ca_topic_score_gemma":3.677955e-7,"domain_scores_codex":[0.9992949,0.000005547621,0.0001469986,0.0001427125,0.0001148134,0.0002950322],"domain_scores_gemma":[0.9996231,0.00002731329,0.000005157807,0.0002282445,0.00001695015,0.00009930192],"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":[0.00000659402,0.000008857906,1.429956e-7,0.00002154246,0.00004242971,0.000006030366,0.00002326742,0.01814951,0.00001518016,0.000001273204,0.4298881,0.5518371],"study_design_scores_gemma":[0.0001064702,0.00003751235,0.00004732415,0.0000137718,0.00001347417,0.000004204992,6.78036e-7,0.004724543,0.0001102402,0.000002632305,0.9947076,0.0002315302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003341762,0.0001974733,0.00001486458,0.00005182292,0.000005727181,0.0001073622,0.0000079805,0.0007481606,0.9985324],"genre_scores_gemma":[0.0004826951,0.000001938684,0.0002143731,0.00001087391,0.0002285083,0.00002837924,0.00001038556,0.0000474523,0.9989754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5648195,"threshold_uncertainty_score":0.7437291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003081768370365596,"score_gpt":0.1403305236890565,"score_spread":0.1372487553186909,"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."}}