{"id":"W3155201462","doi":"10.4236/ns.2022.143013","title":"Effect of the Instrument Slit Function on Upwelling Radiance from a Wavelength Dependent Surface Reflectance","year":2022,"lang":"en","type":"article","venue":"Natural Science","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thoth Technology (Canada); York University","funders":"York University","keywords":"Radiance; Remote sensing; Spectrometer; Upwelling; Wavelength; Environmental science; Range (aeronautics); Computation; Optics; Reflectivity; Imaging spectrometer; Geology; Physics; Materials science; Computer science; Algorithm","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000638292,0.000103934,0.000109046,0.000004105406,0.0007060606,0.00003353093,0.000623239,0.00002117696,0.0006735664],"category_scores_gemma":[0.00007536766,0.00006472039,0.00004935277,0.0006674,0.0001925268,0.0001540167,0.00005074745,0.0003447531,0.00001423788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004379079,"about_ca_system_score_gemma":0.0001001951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006260524,"about_ca_topic_score_gemma":0.00008723321,"domain_scores_codex":[0.9983728,0.00009794312,0.0001343554,0.0003390943,0.0008021518,0.000253644],"domain_scores_gemma":[0.9993553,0.0002095134,0.0001154946,0.000240646,0.00001816031,0.00006093984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001170397,0.00004846279,0.2310892,0.00004021648,0.00002589494,0.00001187347,0.0004913656,0.1907567,0.2376288,0.0001088954,0.0002124601,0.3384157],"study_design_scores_gemma":[0.001076245,0.001323233,0.2883101,0.00008417724,0.00003486648,0.00001537748,0.0002952462,0.1465875,0.5588984,0.0004059998,0.002445891,0.0005229043],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964703,0.0004360742,0.000009031661,0.0001329411,0.001119909,0.0001503484,0.00003141013,0.00001674643,0.001633206],"genre_scores_gemma":[0.9993652,0.000009655677,0.000154107,0.0001437579,0.00004631438,0.000001221259,0.000006464886,0.000001440069,0.0002719125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3378928,"threshold_uncertainty_score":0.7375079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006805301150265883,"score_gpt":0.2080505076346014,"score_spread":0.2012452064843355,"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."}}