{"id":"W6892790297","doi":"10.5281/zenodo.1248740","title":"Lifecycle And Virtual Prototyping Requirements For Ship Repair Projects","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"European Commission","keywords":"System lifecycle; Retrofitting; Shipyard; Product lifecycle; Virtual prototyping; Design review (U.S. government); Structuring; Building information modeling","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006937549,0.00009804741,0.00009013191,0.00003971945,0.004589759,0.000466167,0.0006151074,0.0000430407,0.007550442],"category_scores_gemma":[0.000460605,0.00009476547,0.00003753931,0.00008133207,0.0002528027,0.0003655608,0.0007549927,0.000100319,0.0008967537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006507045,"about_ca_system_score_gemma":0.000001759186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004263119,"about_ca_topic_score_gemma":9.034584e-7,"domain_scores_codex":[0.9988671,0.00005628623,0.0001582636,0.0003896224,0.0002303339,0.0002983805],"domain_scores_gemma":[0.9992484,0.00001036718,0.00008565241,0.0004555442,0.00004437685,0.0001556286],"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":[0.0005116779,0.0007515664,0.003295666,0.0003402576,0.00006817322,0.00003186602,0.00392421,0.0001288449,0.02879075,0.007764225,0.176945,0.7774478],"study_design_scores_gemma":[0.0006406866,0.000394661,0.02700627,0.00005316547,0.00001178505,0.00001798455,0.0001292231,0.002289149,0.0004549764,0.0002034606,0.9686058,0.0001928099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5336874,0.0000475991,0.005227373,0.001311441,0.0001543018,0.004239794,0.0001516441,0.001239568,0.453941],"genre_scores_gemma":[0.9957681,0.00002365391,0.001012929,0.00007028524,0.00005662596,4.299598e-7,0.0001035339,0.0003915028,0.002572908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7916608,"threshold_uncertainty_score":0.9998811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05462691483397279,"score_gpt":0.2720195729535121,"score_spread":0.2173926581195393,"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."}}