{"id":"W4406585438","doi":"10.1016/s0967-0653(98)83976-8","title":"10.1016/s0967-0653(98)83976-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Modeling, Simulation, and Optimization","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Pipeline transport; Marine engineering; Computer science; Geology; Environmental science; Engineering; Geotechnical engineering; Environmental 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":[0.001335514,0.002981513,0.001950476,0.003187257,0.002297679,0.004565838,0.003582818,0.005395568,0.9892339],"category_scores_gemma":[0.002121902,0.001049697,0.001466582,0.00338402,0.002323504,0.006236709,0.003544004,0.003044843,0.9930336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266343,"about_ca_system_score_gemma":0.00114686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00405574,"about_ca_topic_score_gemma":0.003247005,"domain_scores_codex":[0.999233,0.00006451285,0.00007062226,0.0002733352,0.0002058103,0.0001526472],"domain_scores_gemma":[0.9972172,0.0007590498,0.0002023788,0.0004156759,0.0006240561,0.0007816001],"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":[0.0003925144,0.0002408162,0.000854433,0.0006120774,0.00004373871,0.0002317293,0.0001241127,0.0006188176,0.001928693,0.007827689,0.3940524,0.593073],"study_design_scores_gemma":[0.00005950865,0.0001177254,0.0005699327,0.0003612952,0.00001573525,0.0003038751,0.0001202168,0.0003740352,0.0003571312,0.0008993645,0.9967945,0.00002661039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004339876,0.0004104308,0.0009611684,0.0003786223,0.0003030222,0.0001188049,0.0007962349,0.001032794,0.9955649],"genre_scores_gemma":[0.0006644853,0.0002188372,0.0004648367,0.0001858787,0.00005633049,0.00006334507,0.0004060405,0.0002048817,0.9977353],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01076615,"threshold_uncertainty_score":0.01535654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179148416430884,"score_gpt":0.2212204609037748,"score_spread":0.2033056192606864,"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."}}