{"id":"W140212026","doi":"10.1017/s0074180900210309","title":"Infrared Spectra of Brown Dwarf Candidates in Taurus","year":2003,"lang":"en","type":"article","venue":"Symposium - International Astronomical Union","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brown dwarf; Spectral line; Telescope; Low resolution; Physics; Astrophysics; Astronomy; Infrared; Infrared telescope; High resolution; Spectral resolution; Spectrometer; Remote sensing; Optics; Geology; Stars","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002690917,0.0002954496,0.0002092812,0.001278363,0.0005710598,0.0004270113,0.0002040601,0.0002444422,0.0006744129],"category_scores_gemma":[0.0007231492,0.0001359667,0.000119717,0.0005248277,0.0002184238,0.0002113479,0.000259055,0.0001516371,0.0003139078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001969428,"about_ca_system_score_gemma":0.00007598579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364385,"about_ca_topic_score_gemma":0.001800538,"domain_scores_codex":[0.9998697,0.00002613714,0.00001082643,0.00003091048,0.00002797703,0.00003433684],"domain_scores_gemma":[0.9994936,0.00009937508,0.0001418395,0.00005314743,0.0001143183,0.00009778935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006086548,0.0001001432,0.7983571,0.00005203586,0.00004910229,0.001017541,0.001066918,0.0004804613,0.1876808,0.0001280884,0.0001993901,0.01025975],"study_design_scores_gemma":[0.000009617962,0.0001807787,0.9855569,0.00000523387,0.00003612359,0.0009324063,0.000251834,0.0004879341,0.01174408,0.00004247972,0.0007457198,0.000006933461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997062,0.00003418114,0.00006818547,0.000004645388,4.996064e-7,8.529591e-7,0.00002855576,0.000004625486,0.0001521318],"genre_scores_gemma":[0.9991044,0.00003909094,0.0002397792,0.000005885169,0.000005303615,0.000002732156,0.0003174481,0.000003075782,0.0002821538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001364385,"threshold_uncertainty_score":0.002712965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00612199272666851,"score_gpt":0.2145521959989057,"score_spread":0.2084302032722372,"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."}}