{"id":"W4406512834","doi":"10.1016/s0967-0653(98)80892-2","title":"10.1016/s0967-0653(98)80892-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Oceanography; Geology; Environmental science","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":[0.00004903729,0.0001586164,0.0001506845,0.00009808174,0.0000282231,0.00002865164,0.0002189175,0.0001013114,0.9886582],"category_scores_gemma":[0.00001940506,0.0001626316,0.00004405311,0.0002140836,0.00001694109,0.00006139313,0.00002287776,0.0001602984,0.9972757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003736869,"about_ca_system_score_gemma":0.000004000488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004081138,"about_ca_topic_score_gemma":8.631921e-8,"domain_scores_codex":[0.9993533,0.000003921049,0.0001229121,0.0001377569,0.00009809748,0.0002840465],"domain_scores_gemma":[0.9995893,0.00002251147,0.000004856272,0.000298993,0.00001109984,0.00007326937],"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":[0.000004060051,0.000007779432,1.446552e-8,0.00001206058,0.00002067761,0.000005755432,0.000008349219,0.02134192,0.00004176148,0.000002203918,0.3010838,0.6774716],"study_design_scores_gemma":[0.00008614779,0.00004175527,0.000006155798,0.00001680674,0.000007734928,0.000005621474,8.460432e-7,0.005072901,0.001003466,0.000008842497,0.9935387,0.0002110615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006768772,0.0001965487,0.00001976204,0.00006288823,0.000004581558,0.0000820809,0.000007979338,0.003153053,0.9957962],"genre_scores_gemma":[0.00155372,0.000001335657,0.0005314612,0.000003219079,0.00008733784,0.00002058186,0.000006645201,0.00004726707,0.9977484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6924549,"threshold_uncertainty_score":0.6631924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00391032423603871,"score_gpt":0.1452498719993061,"score_spread":0.1413395477632674,"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."}}