{"id":"W7011502965","doi":"","title":"Modelling the stability behaviour of escort tugs in transient conditions","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transient (computer programming); Context (archaeology); Stability (learning theory); Control theory (sociology); Mode (computer interface); Variable (mathematics); Transient analysis","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":[],"category_scores_codex":[0.0001527658,0.00005582227,0.0001094486,0.00001844797,0.00001882673,0.000004430288,0.00007595507,0.00003052018,0.001428299],"category_scores_gemma":[0.000001677758,0.00004321286,0.00003532059,0.00008566706,0.00002617353,0.00003168878,0.000001751714,0.00007820298,0.00001919265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002106985,"about_ca_system_score_gemma":0.000008793269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001475232,"about_ca_topic_score_gemma":0.00003150791,"domain_scores_codex":[0.9994902,0.00002426316,0.000221491,0.00006133852,0.00009681961,0.0001058952],"domain_scores_gemma":[0.9997501,0.00004123182,0.00000891832,0.0001672126,0.00000882397,0.0000237265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000193004,0.00002878882,0.001213601,0.00004170709,0.000006902666,0.000001076116,0.00425097,0.9911698,0.001965143,0.0001513749,0.0001420482,0.001026707],"study_design_scores_gemma":[0.0001631634,0.00001026719,0.002626424,0.00004911682,0.000009517542,0.000003397812,0.0003684908,0.9942712,0.001345076,0.0006552031,0.0004221021,0.0000760448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572103,0.00002772737,0.005658879,0.00004219217,0.00005221311,0.0001487249,0.00001904023,0.00003551646,0.03680542],"genre_scores_gemma":[0.9997429,0.00001772449,0.0001411072,0.000006073328,0.00001222455,0.00002409999,0.000004105582,0.00000781016,0.00004399278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04253258,"threshold_uncertainty_score":0.9994845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044734839391641,"score_gpt":0.2171058319130921,"score_spread":0.1966584835191757,"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."}}