{"id":"W1985548002","doi":"10.1364/fts.2001.ftub4","title":"Review of spectral imager projects at ABB Bomem","year":2001,"lang":"en","type":"article","venue":"Fourier Transform Spectroscopy","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ABB (Canada)","funders":"","keywords":"Radiometry; Remote sensing; Presentation (obstetrics); Spectrometer; Software; Systems engineering; Computer science; Imaging spectrometer; Division (mathematics); Engineering; Optics; Physics; Geology; Operating system","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":[0.0003987738,0.0002556135,0.0004038488,0.00006704834,0.0001264259,0.00003360248,0.0008142539,0.00008420464,0.0007153118],"category_scores_gemma":[0.00004237226,0.0002207916,0.0002232403,0.0006066237,0.00009717225,0.0003423995,0.00008044615,0.0002191827,0.00008258074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008343133,"about_ca_system_score_gemma":0.0001077853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001688241,"about_ca_topic_score_gemma":0.000008677943,"domain_scores_codex":[0.9980628,0.00003551111,0.0004404521,0.0004921969,0.0003554361,0.0006136147],"domain_scores_gemma":[0.9988595,0.00003739283,0.0001267604,0.00073153,0.0001061942,0.0001385735],"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":[0.0005314036,0.001716312,0.008554891,0.03155693,0.0005414599,0.001190278,0.006113649,0.00005474238,0.6249939,0.1075357,0.1853745,0.03183637],"study_design_scores_gemma":[0.0008558596,0.0003683985,0.0006761533,0.002082192,0.00004661678,0.0003979588,0.00002181055,0.001047023,0.7031642,0.01359524,0.2771523,0.0005923046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02125418,0.02426643,0.1760068,0.04604329,0.0007267232,0.001698439,0.00002090514,0.0005988634,0.7293844],"genre_scores_gemma":[0.433947,0.09852255,0.4078745,0.01178587,0.001352425,0.0003583069,0.0001039144,0.00007822844,0.0459772],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6834071,"threshold_uncertainty_score":0.900362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377812337472378,"score_gpt":0.2521028304662236,"score_spread":0.2383247070914998,"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."}}