{"id":"W4406505987","doi":"10.1016/s0967-0653(98)85491-4","title":"10.1016/s0967-0653(98)85491-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Aerospace; Submarine pipeline; Marine engineering; Business; Aeronautics; Manufacturing engineering; Geology; Aerospace engineering; Oceanography; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001077413,0.003069059,0.001943513,0.002854434,0.00280145,0.004531717,0.003526854,0.006205307,0.9884193],"category_scores_gemma":[0.001744941,0.001115268,0.001579284,0.002712259,0.002241052,0.005961589,0.003326062,0.002844957,0.9933916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218874,"about_ca_system_score_gemma":0.001156612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004339322,"about_ca_topic_score_gemma":0.00361434,"domain_scores_codex":[0.9993764,0.00003923382,0.00005165674,0.0002434201,0.0001616354,0.0001275941],"domain_scores_gemma":[0.9977021,0.0005459539,0.0001511832,0.0002651642,0.0005933828,0.0007423252],"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":[0.0003532494,0.0002095258,0.0008618206,0.0006589983,0.0000439479,0.0002811766,0.000144845,0.000443146,0.002201179,0.005607731,0.4224219,0.5667725],"study_design_scores_gemma":[0.0000518362,0.0001376991,0.0006254798,0.0003710068,0.00001651396,0.0003707666,0.0001464244,0.0001974483,0.0003115712,0.0005615536,0.9971853,0.00002436821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004328277,0.0003749392,0.0006560234,0.000352025,0.0003110935,0.0001035473,0.0005667736,0.0008680614,0.9963348],"genre_scores_gemma":[0.0004717853,0.000177696,0.0002571643,0.000174197,0.00005432393,0.00004843712,0.0002651106,0.0001430788,0.9984083],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01158071,"threshold_uncertainty_score":0.01651841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003638257086200259,"score_gpt":0.1488303782225041,"score_spread":0.1451921211363039,"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."}}