{"id":"W115533395","doi":"","title":"Gemini PI Electronic Transfer and Distribution (PIETD)","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Automation; Data file; Database; Transfer (computing); World Wide Web; Operating system; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00002142478,0.00004539542,0.00004187586,0.000008735391,0.00002542143,0.00001358014,0.00001908234,0.00002340266,0.00008327441],"category_scores_gemma":[7.463789e-7,0.00004693493,0.0000128585,0.00003919136,0.00001127266,0.0000880583,0.000002210148,0.00004712601,0.000009070449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005019074,"about_ca_system_score_gemma":0.000004106229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007007085,"about_ca_topic_score_gemma":0.000008491246,"domain_scores_codex":[0.9997175,0.000002693067,0.00007934907,0.0000541379,0.00003088374,0.0001154276],"domain_scores_gemma":[0.9999328,0.000004781035,0.000003002959,0.00003878652,0.000005625492,0.00001506648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000249539,0.00008357524,0.02298444,0.00006249743,0.00005592534,8.480362e-7,0.0001204798,0.007152438,0.3766158,0.3578607,0.01814955,0.2168887],"study_design_scores_gemma":[0.001696898,0.000165998,0.5505666,0.000023689,0.00005865311,0.000005474667,0.00007163439,0.2001831,0.07365128,0.02651369,0.1464883,0.000574624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313601,0.00002976861,0.06443199,0.00008183366,0.00003451276,0.00004595215,0.00001478503,0.0000639292,0.003937097],"genre_scores_gemma":[0.9993156,0.00001723741,0.0004003874,0.00000764858,0.00004681362,0.000008591735,0.0001381124,0.00000632099,0.00005933544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5275822,"threshold_uncertainty_score":0.1913951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003511925034225014,"score_gpt":0.1649371479134068,"score_spread":0.1614252228791818,"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."}}