{"id":"W4245524378","doi":"10.2172/850011","title":"LNG Ssfety Research: FEM3A Model Development","year":2005,"lang":"zh","type":"report","venue":"","topic":"Spacecraft and Cryogenic Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Quarter (Canadian coin); Closure (psychology); Scope (computer science); Section (typography); Operations research; Cloud computing; Environmental science; Meteorology; Engineering; Computer science; Geography; Political science; Mechanical engineering; Archaeology; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002153624,0.0009007818,0.0009638318,0.001033532,0.0004082347,0.0001834965,0.001242714,0.002024835,0.001448918],"category_scores_gemma":[0.0003331162,0.0008548466,0.0003138314,0.0008203727,0.0002496455,0.0001798896,0.001022021,0.002961565,0.001578132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002634121,"about_ca_system_score_gemma":0.002428686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001494379,"about_ca_topic_score_gemma":0.0006790331,"domain_scores_codex":[0.9936109,0.00004217706,0.001156221,0.00102533,0.002253162,0.001912269],"domain_scores_gemma":[0.9974258,0.0001469846,0.0001246591,0.001467527,0.0005631186,0.000271936],"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":[0.00003502384,0.000296388,0.0005680599,0.001587748,0.001761398,0.0002834473,0.001852033,0.07349992,0.002296116,0.03926324,0.1655609,0.7129957],"study_design_scores_gemma":[0.0004149453,0.00004682973,0.000688447,0.0005608664,0.00008082732,0.0001008365,0.001751168,0.05317338,0.004424807,0.001590158,0.9354033,0.001764387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004061618,0.01210795,0.01308622,0.0006427757,0.0008399973,0.0008069586,0.00002052172,0.003138499,0.9652954],"genre_scores_gemma":[0.5001941,0.02906224,0.08531633,0.00003854001,0.001015516,0.000473381,0.0001268799,0.0004412267,0.3833317],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7698424,"threshold_uncertainty_score":0.9994639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2837106388807452,"score_gpt":0.3753904029573106,"score_spread":0.09167976407656542,"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."}}