{"id":"W3120734736","doi":"","title":"A VO `container' for astronomical optical/UV spectra","year":2007,"lang":"bn","type":"article","venue":"NPARC","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spectral line; Container (type theory); Optical spectra; Astronomy; Astrophysics; Physics; Environmental science; Astrobiology; Materials science; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006721324,0.001206322,0.001049887,0.00196069,0.001381101,0.006315343,0.005172445,0.001791705,0.03041166],"category_scores_gemma":[0.01743636,0.001165184,0.001107545,0.002674683,0.001398897,0.01136657,0.007358525,0.003712745,0.02070495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00196121,"about_ca_system_score_gemma":0.002377385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003275735,"about_ca_topic_score_gemma":0.001749578,"domain_scores_codex":[0.9974899,0.0004034236,0.0004747452,0.0004479281,0.0008578181,0.0003261566],"domain_scores_gemma":[0.9849033,0.002365615,0.0008915165,0.00868387,0.002206838,0.0009488433],"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":[0.002285202,0.0003826745,0.00771113,0.001138696,0.0001383864,0.001033722,0.001809864,0.004146175,0.03671243,0.1324689,0.5535979,0.2585749],"study_design_scores_gemma":[0.0001333681,0.000120184,0.002051797,0.0003685951,0.00003169604,0.0004616867,0.0002958514,0.01311077,0.03511184,0.01826438,0.9298732,0.0001767248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01195084,0.0004522074,0.6090508,0.001565189,0.001373978,0.001006849,0.02686149,0.3127699,0.0349687],"genre_scores_gemma":[0.1297075,0.001284561,0.4701084,0.003178054,0.0009887066,0.002247076,0.1532522,0.1841651,0.0550684],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03041166,"threshold_uncertainty_score":0.1017371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361984163348423,"score_gpt":0.2349843244443116,"score_spread":0.2213644828108274,"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."}}