{"id":"W3106034224","doi":"","title":"The Infrared Imaging Spectrograph (IRIS) for TMT: the science case","year":2010,"lang":"en","type":"article","venue":"CaltechAUTHORS (California Institute of Technology)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Herzberg Institute of Astrophysics","funders":"","keywords":"Integral field spectrograph; Physics; Galaxy; Astronomy; Galactic astronomy; Spectrograph; Exoplanet; First light; Astrophysics; Galaxy formation and evolution; Milky Way; Stars; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001060113,0.0002520769,0.0002270193,0.0004442273,0.002076544,0.0001256412,0.001260381,0.0001040258,0.00002893605],"category_scores_gemma":[0.0002410122,0.0001642867,0.0001669734,0.001603969,0.004063203,0.0004031693,0.0002860269,0.0006499003,0.00003477392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005567181,"about_ca_system_score_gemma":0.0002947771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008342342,"about_ca_topic_score_gemma":0.00004919768,"domain_scores_codex":[0.9981418,0.0000116763,0.0005424061,0.0003675497,0.0002696684,0.0006669369],"domain_scores_gemma":[0.9979746,0.00005970981,0.0003746089,0.001063962,0.000424802,0.0001022588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001873307,0.00008317396,0.2127506,0.00001862429,0.0000643764,5.417943e-7,0.0001908636,0.00002116197,0.008990897,0.766932,0.001240387,0.009688727],"study_design_scores_gemma":[0.001531822,0.0001388869,0.03350388,0.00005301752,0.0001653935,0.0003902305,0.003543113,0.01473229,0.06020107,0.5729197,0.3119372,0.0008834516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838316,0.00008380443,0.01020824,0.002918004,0.001065042,0.0008639665,0.0001423954,0.0002256311,0.00066129],"genre_scores_gemma":[0.9900877,0.000005466714,0.009404743,0.000005775805,0.0001682583,0.0002153793,0.00001573946,0.00002258148,0.00007436227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3106968,"threshold_uncertainty_score":0.9992226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006621587008168907,"score_gpt":0.2348946483164598,"score_spread":0.2282730613082909,"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."}}