{"id":"W6891986682","doi":"10.48550/arxiv.2405.13493","title":"Euclid. III. The NISP Instrument","year":2024,"lang":"en","type":"preprint","venue":"Open MIND","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Perimeter Institute; University of Waterloo","funders":"Science and Technology Facilities Council","keywords":"Grism; Photometry (optics); Photometer; Detector; Calibration; Spectrometer; Field of view; Limiting; James Clerk Maxwell Telescope","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":["scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002878,0.000302685,0.0003284301,0.00003821942,0.0001886919,0.001154847,0.001627487,0.00007306047,0.0112205],"category_scores_gemma":[0.000002780075,0.0001995505,0.0002442802,0.0001122129,0.0001434621,0.00006747873,0.008104844,0.00153939,0.004708928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000495257,"about_ca_system_score_gemma":0.0005278717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006442344,"about_ca_topic_score_gemma":0.0000080791,"domain_scores_codex":[0.9982582,0.00007742947,0.0002931935,0.0006348395,0.0003069055,0.0004294579],"domain_scores_gemma":[0.9989086,0.00007144373,0.0001074502,0.0007287372,0.00004450854,0.0001392652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002051485,0.0001066218,0.0002923049,0.000005811481,0.0002369766,0.000003704651,0.0003262858,0.0001010442,0.00004841339,0.003980875,0.003399779,0.9914777],"study_design_scores_gemma":[0.001317126,0.0001968721,0.0008404852,0.0008655642,0.000391105,0.000001035389,0.003932344,0.003541438,0.03128189,0.0675388,0.8887169,0.001376468],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5550448,0.00009136913,0.003339581,0.004702054,0.000930769,0.002097497,0.0005685057,0.000005304604,0.4332201],"genre_scores_gemma":[0.9767559,0.000001787103,0.001411463,0.00001703587,0.001096176,0.0002154147,0.0001538419,0.00002924786,0.02031914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9901012,"threshold_uncertainty_score":0.9999174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04870626274799285,"score_gpt":0.3537413791552786,"score_spread":0.3050351164072858,"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."}}