{"id":"W6983357022","doi":"","title":"The Measurement of Atmospheric Species with Absorptions Close to the Actinic Flux Cut-Off by Active & MAX-DOAS: Chlorine Monoxide (CIO) & Sulphur Dioxide (SO2)","year":2019,"lang":"en","type":"other","venue":"YorkSpace (York University)","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Differential optical absorption spectroscopy; Ozone; Troposphere; Chlorine; Atmosphere (unit); Atmospheric chemistry; Sulfur dioxide; Flux (metallurgy); Absorption (acoustics); Trace gas","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001714294,0.0002374496,0.0001026249,0.0005016166,0.0004266882,0.0002663483,0.0002355352,0.0002103186,0.001020883],"category_scores_gemma":[0.0003298627,0.00008893528,0.00008462572,0.0008669482,0.0002057153,0.0002163202,0.0002998024,0.0002016757,0.0001913337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003692404,"about_ca_system_score_gemma":0.0003008451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01723004,"about_ca_topic_score_gemma":0.04893673,"domain_scores_codex":[0.9998637,0.00002214093,0.000004558482,0.00004754257,0.00004743225,0.00001452898],"domain_scores_gemma":[0.9998556,0.00003844506,0.00004965699,0.00001148642,0.00003270039,0.00001206083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000325411,0.0001827224,0.7358096,0.0002376751,0.0001190571,0.000189039,0.0008872112,0.002506896,0.1688634,0.00212865,0.002174617,0.08657573],"study_design_scores_gemma":[0.00001684464,0.0001675525,0.9078815,0.00001669527,0.00005408833,0.0001660515,0.0006220194,0.007435229,0.06494233,0.001023435,0.01764472,0.0000295359],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779734,0.0004052141,0.008876615,0.0001025431,0.00002964269,0.00003631372,0.002431675,0.0001055428,0.01003912],"genre_scores_gemma":[0.9899536,0.0002498488,0.006718481,0.00003654311,0.00001289874,0.00002961328,0.001034841,0.00001038317,0.001953627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01723004,"threshold_uncertainty_score":0.0342595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06637727484733875,"score_gpt":0.2738694771387321,"score_spread":0.2074922022913933,"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."}}