{"id":"W4399663276","doi":"10.1117/12.3020544","title":"Final mechanical design of the Gemini Infrared Multi-Object Spectrograph (GIRMOS) cryostat","year":2024,"lang":"en","type":"article","venue":"","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Herzberg Institute of Astrophysics","funders":"","keywords":"Cryostat; Spectrograph; Infrared; Computer science; Object (grammar); Optics; Physics; Astronomy; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001405607,0.0007197607,0.0005562837,0.000525889,0.0008937428,0.0009457907,0.001260929,0.0006007042,0.005883701],"category_scores_gemma":[0.000997094,0.0005343365,0.0004133045,0.0001767522,0.0004627083,0.0005361747,0.0008182676,0.0008733128,0.002912988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191037,"about_ca_system_score_gemma":0.00205651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002155998,"about_ca_topic_score_gemma":0.002660712,"domain_scores_codex":[0.99918,0.00003645273,0.00003138355,0.0001272324,0.0004616148,0.0001633443],"domain_scores_gemma":[0.999257,0.0000507112,0.00006899979,0.00009999232,0.0003998613,0.000123388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001735978,0.0002336237,0.01833472,0.0009924866,0.0001369138,0.001140846,0.0007354568,0.03295179,0.7170494,0.02655068,0.04395921,0.1561789],"study_design_scores_gemma":[0.0002203821,0.002158884,0.03536469,0.000147154,0.0001487236,0.001295317,0.0002588349,0.06659216,0.4174494,0.002590098,0.4735416,0.0002326991],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3408998,0.001891277,0.5857137,0.001591739,0.002260944,0.001948589,0.006391401,0.01276096,0.04654153],"genre_scores_gemma":[0.4482969,0.00073287,0.5054185,0.0005627931,0.0002497774,0.001383549,0.007037494,0.001459444,0.03485858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005883701,"threshold_uncertainty_score":0.01968294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03522359537961581,"score_gpt":0.2975793138114562,"score_spread":0.2623557184318404,"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."}}