{"id":"W4411170676","doi":"10.1051/0004-6361/202554954","title":"The GLASS-JWST Early Release Science programme: The NIRISS spectroscopic catalogue","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NextGenerationEU; European Research Council; Institut sur la Nutrition et les Aliments Fonctionnels; National Natural Science Foundation of China; European Commission; Fundamental Research Funds for the Central Universities; Javna Agencija za Raziskovalno Dejavnost RS; Space Telescope Science Institute; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Astronomy; Astrobiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00008717563,0.0001132298,0.0000787886,0.00002355039,0.0006196203,0.000315762,0.000236574,0.00001698018,0.000002070713],"category_scores_gemma":[0.000006459303,0.00007480141,0.00003155348,0.0002714896,0.0003725746,0.0002792227,0.00006417982,0.0001677767,0.00001246742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006564346,"about_ca_system_score_gemma":0.00006452624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005745359,"about_ca_topic_score_gemma":0.000008265265,"domain_scores_codex":[0.9993016,0.00001037079,0.0001506482,0.0001477539,0.00008243459,0.0003072283],"domain_scores_gemma":[0.9996197,0.00003842242,0.00003018179,0.0002298274,0.00003041413,0.00005151791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000009083342,0.00002383817,0.009398304,0.000007170012,0.00003924426,1.567595e-7,0.000110129,0.001660292,0.00189832,0.04288212,0.0002266756,0.9437447],"study_design_scores_gemma":[0.00130131,0.0003185144,0.6346958,0.00007848477,0.0001103558,0.000001034664,0.002123806,0.02229089,0.02250424,0.002338783,0.3137316,0.00050508],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8867123,0.00006515903,0.1118526,0.0004217092,0.0001975702,0.0001951417,0.000007459428,0.00004980395,0.0004982804],"genre_scores_gemma":[0.992076,0.000008718693,0.007663792,0.00001868912,0.00008523441,0.00004245885,0.00001653855,0.00000764799,0.00008096249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9432396,"threshold_uncertainty_score":0.4765681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005151789062946206,"score_gpt":0.1996145739409687,"score_spread":0.1944627848780225,"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."}}