{"id":"W2004849593","doi":"10.1117/1.1813441","title":"Classification of imaging spectrometers for remote sensing applications","year":2005,"lang":"en","type":"article","venue":"Optical Engineering","topic":"Optical Polarization and Ellipsometry","field":"Engineering","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jet Propulsion Laboratory; Florida Institute of Technology; McMaster University; National Aeronautics and Space Administration","keywords":"Terminology; Computer science; Imaging spectrometer; Pace; Spectrometer; Confusion; Spectral imaging; Field (mathematics); High-dynamic-range imaging; Artificial intelligence; Data science; Remote sensing; Optics; Computer vision; Physics; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002722032,0.001288186,0.001253987,0.007661392,0.002378744,0.004061028,0.002305601,0.00271212,0.003619329],"category_scores_gemma":[0.00485077,0.0003009829,0.001173609,0.005770937,0.002536813,0.00396247,0.001491143,0.00272957,0.003509967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429367,"about_ca_system_score_gemma":0.001879193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001354558,"about_ca_topic_score_gemma":0.0008982406,"domain_scores_codex":[0.9968672,0.0004985386,0.0005346151,0.0004019773,0.001366937,0.000330592],"domain_scores_gemma":[0.9959744,0.0008027815,0.0005423522,0.0006073026,0.001819745,0.0002533928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001758602,0.0001926453,0.004985998,0.001094403,0.00005044632,0.0005054946,0.001181724,0.003109844,0.02169794,0.4686822,0.04798213,0.4503413],"study_design_scores_gemma":[0.00003480615,0.0002479368,0.005820882,0.0006229922,0.00008062698,0.002185344,0.0009704592,0.02021845,0.01236302,0.2153775,0.7419212,0.0001568189],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03759699,0.02677432,0.7629757,0.006667357,0.004786364,0.001521838,0.002440592,0.004490029,0.1527468],"genre_scores_gemma":[0.1288946,0.01536486,0.8234685,0.002531618,0.001510697,0.001573226,0.004195169,0.000555363,0.0219058],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007661392,"threshold_uncertainty_score":0.01439571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008290340257062047,"score_gpt":0.2196711567116784,"score_spread":0.2113808164546164,"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."}}