{"id":"W2150901735","doi":"10.5539/jgg.v3n1p13","title":"Analysis of Temperature Trends over Limpopo Province, South Africa","year":2011,"lang":"en","type":"article","venue":"Journal of Geography and Geology","topic":"Climate variability and models","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Inyuvesi Yakwazulu-Natali; Water Research Commission; University of Pretoria; Canon Collins Educational and Legal Assistance Trust","keywords":"Environmental science; Maximum temperature; Mean radiant temperature; Diurnal temperature variation; Climatology; Period (music); Range (aeronautics); Geography; Physical geography; Climate change; Hydrology (agriculture); Geology; Meteorology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003602142,0.000088615,0.0003159683,0.0004140317,0.00004775544,0.000005241027,0.0001371995,0.0001126763,0.002300627],"category_scores_gemma":[0.00001463822,0.0000641816,0.0002638536,0.0006675047,0.0003356757,0.000124068,0.00007516526,0.0001532633,0.000001262664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000630634,"about_ca_system_score_gemma":0.000007210858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001243491,"about_ca_topic_score_gemma":0.0001245044,"domain_scores_codex":[0.9991786,0.00006258456,0.0003260572,0.0001350773,0.0001350394,0.0001626415],"domain_scores_gemma":[0.9994363,0.00003706737,0.000282366,0.0001379532,0.00001956191,0.00008670716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001178066,0.000157225,0.995243,0.000005002019,0.0003587042,0.000009872077,0.002141359,0.0002264028,0.0005920316,0.0002032951,0.00008835192,0.0008570026],"study_design_scores_gemma":[0.0002861695,0.0003916908,0.9959836,0.000003521053,0.0005728428,0.00001350897,0.000135345,0.000181301,0.00006293494,0.001253604,0.001036492,0.00007898792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933055,0.0001876911,0.00004354918,0.00006199297,0.00005553896,0.00002348321,0.0000112197,0.000003218357,0.006307779],"genre_scores_gemma":[0.9992619,0.00007126488,0.0004936897,0.00006086885,0.0000137236,6.186223e-7,0.000001433981,0.000002582604,0.00009398296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006213796,"threshold_uncertainty_score":0.9986114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169896977298768,"score_gpt":0.2091409174279404,"score_spread":0.1974419476549527,"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."}}