{"id":"W2739120264","doi":"10.1016/s0967-0653(98)83045-7","title":"10.1016/s0967-0653(98)83045-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Humanities; Art","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":[0.00007784241,0.0001517123,0.0002042363,0.00006990265,0.00005717069,0.00004134343,0.0002033093,0.0001134223,0.999025],"category_scores_gemma":[0.00002460623,0.0001340646,0.0001209827,0.0002913224,0.00003322491,0.00008897748,0.00001644535,0.0002123224,0.9980596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000525989,"about_ca_system_score_gemma":0.000005670338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006571056,"about_ca_topic_score_gemma":0.000001338333,"domain_scores_codex":[0.9992444,0.0000191877,0.0001830347,0.0001705409,0.0001397232,0.0002431256],"domain_scores_gemma":[0.9995137,0.00003902463,0.00000806699,0.0002815005,0.00003024567,0.0001274352],"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":[0.00002179421,0.00001309764,3.280146e-8,0.00002418658,0.00009476022,0.000004343882,0.00003996613,0.02802929,0.0000698564,0.000001906039,0.2919555,0.6797453],"study_design_scores_gemma":[0.00007938575,0.00002818754,0.00001183453,0.00001289124,0.00003746455,0.000004961242,0.000001853047,0.009358394,0.0005229047,0.00003350026,0.9897184,0.0001902017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001692625,0.0001107488,0.000003052111,0.000169443,0.000003611444,0.00008302104,0.00001343106,0.0003613651,0.9975627],"genre_scores_gemma":[0.0007860754,0.000001305987,0.0001657859,0.00001767695,0.0001373644,0.000008503529,0.00001476983,0.00002143138,0.9988471],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6977629,"threshold_uncertainty_score":0.5466997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005167148439375082,"score_gpt":0.1670973908402204,"score_spread":0.1619302424008453,"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."}}