{"id":"W4406467873","doi":"10.1016/0967-0653(96)85325-7","title":"10.1016/0967-0653(96)85325-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"New england; Environmental science; Contamination; Oceanography; Geology; Law; Political science; Ecology; Biology","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":[0.00005800138,0.0001798709,0.0001833552,0.00006819535,0.00004200178,0.00002504503,0.0001500273,0.00004992554,0.9877455],"category_scores_gemma":[0.00001467089,0.0001826427,0.00005395132,0.0001764023,0.00001168046,0.00005885152,0.00003212067,0.0001175787,0.9877026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003093962,"about_ca_system_score_gemma":0.000003974001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000895224,"about_ca_topic_score_gemma":3.03604e-7,"domain_scores_codex":[0.9992902,0.000005822802,0.000149144,0.0001433544,0.000115156,0.000296293],"domain_scores_gemma":[0.9996209,0.00002855559,0.000005198836,0.0002287744,0.00001694951,0.00009962807],"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":[0.000006375116,0.000008501564,1.711639e-7,0.00002131088,0.00004119055,0.000005602979,0.0000231352,0.01700191,0.00001320543,0.000001364636,0.4724985,0.5103788],"study_design_scores_gemma":[0.0001042807,0.00003725453,0.00004660996,0.00001347425,0.00001312983,0.000004060493,7.260099e-7,0.004096228,0.0001164239,0.000002835273,0.9953323,0.0002326509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003805419,0.0002114406,0.00001358626,0.000061031,0.000005808844,0.00009707287,0.000008299654,0.0007515166,0.9984707],"genre_scores_gemma":[0.0004435816,0.000002097303,0.0002260166,0.00001076065,0.00022407,0.00002510871,0.00001077777,0.00004646383,0.9990111],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5228338,"threshold_uncertainty_score":0.7447953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003471841288546332,"score_gpt":0.1449258339424067,"score_spread":0.1414539926538604,"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."}}