{"id":"W4210684677","doi":"10.5194/amt-2021-251-supplement","title":"Supplementary material to \"Laser Imaging Nephelometer for aircraft deployment\"","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Software deployment; Nephelometer; Laser; Optics; Physics; Aerospace engineering; Computer science; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000777029,0.001464528,0.0008554392,0.00154435,0.0004381619,0.001225559,0.002095451,0.001429667,0.6336894],"category_scores_gemma":[0.004837654,0.0007183761,0.0005925125,0.001779549,0.0001901609,0.001614778,0.001065408,0.0008882178,0.2618566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000779593,"about_ca_system_score_gemma":0.000852392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007038466,"about_ca_topic_score_gemma":0.00807003,"domain_scores_codex":[0.9994941,0.00007798206,0.00004817448,0.0001006417,0.0001960727,0.00008302984],"domain_scores_gemma":[0.997683,0.0008035659,0.0001316017,0.0004642779,0.0007665328,0.0001509554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009582393,0.00009775443,0.0006261392,0.0002520159,0.00002809245,0.00006877634,0.00001905371,0.002657885,0.001127557,0.003106573,0.9673396,0.02458073],"study_design_scores_gemma":[0.0004731441,0.00007689367,0.008714715,0.0001896487,0.00003042519,0.0003852586,0.00007658615,0.03705293,0.0073765,0.02378763,0.921711,0.0001251466],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003532193,0.0002275397,0.05052657,0.0009346939,0.002092211,0.0003206403,0.8619797,0.02118895,0.05919759],"genre_scores_gemma":[0.03021027,0.0003643352,0.0556176,0.0008499487,0.0008966945,0.0006095741,0.8435111,0.01514836,0.05279217],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6336894,"threshold_uncertainty_score":0.5224976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078273948941054,"score_gpt":0.2448623502094504,"score_spread":0.2340796107200399,"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."}}