{"id":"W2478142606","doi":"10.1117/12.2234471","title":"Maunakea Spectroscopic Explorer: the status and progress of a major site redevelopment project","year":2016,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Redevelopment; Computer science; Engineering; Astrobiology; Civil engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003244158,0.0002183159,0.0003248434,0.0000403006,0.0001007522,0.00004965447,0.0004576587,0.0000794866,0.0000455678],"category_scores_gemma":[0.0003022627,0.0001033604,0.0002381009,0.0002233637,0.0005578723,0.0002500192,0.000111567,0.0001345192,0.000003746251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002089322,"about_ca_system_score_gemma":0.00002498249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005396375,"about_ca_topic_score_gemma":0.000001696919,"domain_scores_codex":[0.9983201,2.639217e-8,0.0004336059,0.0002968263,0.0005152784,0.0004341833],"domain_scores_gemma":[0.9988948,0.0002007389,0.0002466307,0.00003834431,0.0005293242,0.00009016717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000791504,0.000372491,0.4431111,0.001434945,0.001750436,5.307317e-7,0.003013396,0.00002777218,0.1776035,0.3381022,0.00418179,0.02961034],"study_design_scores_gemma":[0.003068969,0.002360216,0.8607123,0.0009305261,0.0003134475,0.00001633266,0.004233764,0.003749771,0.09276839,0.01783574,0.0131087,0.0009018671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934054,0.0003653638,0.000003894486,0.004475794,0.00009615616,0.0004903381,0.00006113959,0.00003083163,0.001071078],"genre_scores_gemma":[0.9810544,0.0004227729,0.01799634,0.0000594179,0.0001601901,0.00005020895,0.000004552943,0.000008642125,0.0002434271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4176012,"threshold_uncertainty_score":0.4214914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295998704948508,"score_gpt":0.2124732205826166,"score_spread":0.1995132335331315,"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."}}