{"id":"W2758323586","doi":"10.1007/s00704-017-2277-4","title":"Daily mean temperature estimate at the US SURFRAD stations as an average of the maximum and minimum temperatures","year":2017,"lang":"en","type":"article","venue":"Theoretical and Applied Climatology","topic":"Climate variability and models","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Confidence interval; Mean radiant temperature; Maximum temperature; Mean difference; Statistics; Environmental science; Air temperature; Mathematics; Atmospheric sciences; Climate change; Physics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003869175,0.0001629371,0.0002370226,0.000008725724,0.001077263,0.00008650574,0.0003896939,0.0001354167,0.0007857056],"category_scores_gemma":[0.00007283444,0.00008572587,0.00003721391,0.00003782911,0.005130547,0.00007387007,0.0007092826,0.000222458,0.00002583398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001411038,"about_ca_system_score_gemma":0.000008839519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006617817,"about_ca_topic_score_gemma":0.0002069495,"domain_scores_codex":[0.9988898,0.0001125447,0.0002093628,0.0003563535,0.0001544534,0.0002774904],"domain_scores_gemma":[0.9988496,0.0002450761,0.0001015195,0.0006903278,0.000007825312,0.0001056234],"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":[0.0001527605,0.00007852424,0.02019558,0.00002330514,0.00001232694,0.000003135817,0.001075963,0.0001064067,0.02976844,0.9482968,0.00008539954,0.0002013399],"study_design_scores_gemma":[0.0009911376,0.0001272181,0.08151957,0.00001783668,0.0000907221,0.0001832348,0.0003725459,0.002001211,0.01054846,0.9033661,0.0004737111,0.0003082271],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803532,0.00002056036,0.00001101879,0.002597223,0.00005986374,0.0002717942,0.00005957159,0.00001530684,0.01661146],"genre_scores_gemma":[0.9991256,0.00005230634,0.000144831,0.0005494224,0.000011417,0.00001991385,0.000009786658,0.00001108222,0.00007561885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06132398,"threshold_uncertainty_score":0.9975769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007338456791535809,"score_gpt":0.2505049800958566,"score_spread":0.2431665233043208,"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."}}