{"id":"W2620615585","doi":"10.1038/s41598-017-02130-3","title":"Historical and Projected Surface Temperature over India during the 20th and 21st century","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Climate variability and models","field":"Environmental Science","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"National Center for Atmospheric Research","keywords":"Environmental science; Coupled model intercomparison project; Greenhouse gas; Representative Concentration Pathways; Global warming; Climatology; Atmospheric sciences; Climate change; Maximum temperature; Period (music); Climate model; Ecology; Geology; Biology","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":[0.000908501,0.0001042688,0.0001113977,0.00001537072,0.001648842,0.0005754819,0.0001469122,0.00007164969,0.0001512992],"category_scores_gemma":[0.0001520615,0.00006872229,0.00002698359,0.00008467706,0.0005990262,0.0003388268,0.0004479193,0.0001460234,0.000004835721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001632329,"about_ca_system_score_gemma":0.00001782176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000476215,"about_ca_topic_score_gemma":0.000121435,"domain_scores_codex":[0.9986107,0.00003237183,0.0001966297,0.0006132786,0.0003199644,0.0002270862],"domain_scores_gemma":[0.9988039,0.00001989954,0.0001756908,0.0008900274,0.00001022897,0.000100316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008071958,0.00005262326,0.8597616,0.00002599425,0.000005458684,0.0000868389,0.001286027,0.00004094751,0.1343052,0.00003236357,0.004100872,0.0002939849],"study_design_scores_gemma":[0.0001162952,0.000008670084,0.9499489,0.0000144614,0.0000106394,0.0001698532,0.00007688258,0.0001182195,0.001202832,0.0005687063,0.04761666,0.0001478865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947592,0.0001358931,2.920931e-7,0.0002785964,0.001676848,0.0002674633,0.000002236611,0.00002308856,0.002856374],"genre_scores_gemma":[0.9954669,0.00004341577,0.0000797407,0.0000144066,0.00002452866,0.000004801838,0.000002403309,0.00000641914,0.004357389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1331024,"threshold_uncertainty_score":0.9996509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079147973291606,"score_gpt":0.2227531621145744,"score_spread":0.2119616823816583,"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."}}