{"id":"W4399731651","doi":"10.1117/12.3020699","title":"The Infrared Imaging Spectrograph (IRIS): project status report","year":2024,"lang":"en","type":"article","venue":"","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Spectrograph; IRIS (biosensor); Infrared; Remote sensing; Optics; Computer science; Physics; Geology; Computer vision; Astronomy; Biometrics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001789219,0.00007319626,0.00004531718,0.00007915314,0.00004648384,0.000256168,0.0000515879,0.00001515308,0.00005628655],"category_scores_gemma":[0.0000136126,0.00004845919,0.00005178876,0.0002256711,0.00001779518,0.0001337993,0.00001100575,0.0000955518,0.00001226815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003947433,"about_ca_system_score_gemma":0.00003442121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002028373,"about_ca_topic_score_gemma":0.00001957603,"domain_scores_codex":[0.9994349,0.000007219621,0.000150228,0.00009550126,0.0001341146,0.0001780134],"domain_scores_gemma":[0.9997632,0.00001836675,0.000006351093,0.0001686688,0.00001647727,0.00002696023],"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":[0.000003297526,0.000007208728,0.0008256481,0.00005109153,0.00008072333,0.0001685288,0.0002444939,0.00001862739,0.01716485,0.01652833,0.9161993,0.04870795],"study_design_scores_gemma":[0.0000280081,0.00000510515,0.0001792091,0.00001583727,0.000006119962,0.00004655591,0.00008344158,0.009942639,0.01503202,0.001132271,0.973443,0.00008582733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002478299,0.006270214,0.136851,0.0006895653,0.001188312,0.0006373287,0.00000476491,0.01312053,0.83876],"genre_scores_gemma":[0.9681141,0.002338522,0.01195634,0.0002290627,0.000372452,0.0002334702,0.00004565852,0.0001154805,0.0165949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9656358,"threshold_uncertainty_score":0.2470234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181073578295419,"score_gpt":0.2551978789684965,"score_spread":0.2433871431855423,"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."}}