{"id":"W1593751081","doi":"10.21236/ada462925","title":"Reliability Information Analysis Center 1st Quarter 2007, Technical Area Task (TAT) Report","year":2007,"lang":"en","type":"report","venue":"","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Center (category theory); Quarter (Canadian coin); Reliability (semiconductor); Information center; Task (project management); Computer science; Reliability engineering; Engineering; Geography; Psychology; Systems engineering; Archaeology; Physics; Chemistry; Mathematics education","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002493043,0.0005001124,0.0008861376,0.0007422469,0.00006850158,0.0001254042,0.0002558767,0.001042441,0.0009436702],"category_scores_gemma":[0.0007854563,0.0004352687,0.000650517,0.001068046,0.00009522568,0.0007897695,0.0000638536,0.0007839071,0.0001323595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266823,"about_ca_system_score_gemma":0.0002217448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002895955,"about_ca_topic_score_gemma":0.0001989859,"domain_scores_codex":[0.9958385,0.00003126963,0.002004772,0.0004885118,0.001091241,0.0005457712],"domain_scores_gemma":[0.9967005,0.0000808787,0.0003757096,0.001434302,0.001225499,0.0001831389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003619642,0.0001616616,0.01009363,0.0008943792,0.0008900109,0.00008513125,0.00009582198,0.2805947,0.00001557441,0.00003901606,0.703123,0.00397094],"study_design_scores_gemma":[0.0002839183,0.00004588233,0.01452213,0.0001119685,0.000921849,0.0002723861,0.00006884764,0.05972958,0.00003379864,0.00008838929,0.9230007,0.0009205337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0004994128,0.00007169428,0.5405368,0.00006697585,0.001476683,0.0006403477,0.0001088742,0.0009787362,0.4556205],"genre_scores_gemma":[0.8505622,0.008999336,0.06867962,0.0007182391,0.001917109,0.000668576,0.04387368,0.0004016811,0.02417958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8500628,"threshold_uncertainty_score":0.9999696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009135753874792795,"score_gpt":0.2397372187153742,"score_spread":0.2306014648405814,"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."}}