{"id":"W2980511717","doi":"10.1088/2515-7620/ab4ee2","title":"Impacts of 1.5 °C and 2 °C global warming on regional rainfall and temperature change across India","year":2019,"lang":"en","type":"article","venue":"Environmental Research Communications","topic":"Climate variability and models","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Global warming; Climate change; Mean radiant temperature; Global temperature; Climatology; Convention; Agrarian society; Environmental science; Geography; Agriculture; Political science; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009307381,0.0001007504,0.0001202253,0.00002500428,0.000329236,0.00003279682,0.0004364199,0.00008863433,0.0002866261],"category_scores_gemma":[0.00005454391,0.0000941478,0.00002644265,0.0001472044,0.001161502,0.0002356261,0.001800657,0.0003392609,0.0001271949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002521773,"about_ca_system_score_gemma":0.000007871167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005103569,"about_ca_topic_score_gemma":0.0001708388,"domain_scores_codex":[0.9985983,0.0002266639,0.0001534951,0.0002655035,0.0004429512,0.0003130722],"domain_scores_gemma":[0.9985394,0.0003415062,0.00004370668,0.0009186884,0.000003411035,0.0001533223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004825756,0.0004592474,0.9535304,0.00002770583,0.00001647076,0.00000105768,0.00490211,0.00002486915,0.03249481,0.001608064,0.0001749301,0.006712129],"study_design_scores_gemma":[0.0004078978,0.0001787017,0.9909439,0.00004196299,0.000002972772,0.000008827496,0.001148666,0.0006600036,0.0001740035,0.00116239,0.005158323,0.0001123327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950278,0.0003844438,3.511842e-7,0.00156532,0.000009107903,0.0004696047,0.000138561,0.000008182069,0.00239665],"genre_scores_gemma":[0.9968182,0.002424873,0.0003671507,0.000200688,0.000008151324,0.00004131279,0.00004220595,0.000008337293,0.00008904498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03741357,"threshold_uncertainty_score":0.4279602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09539371352967876,"score_gpt":0.3845536240145459,"score_spread":0.2891599104848671,"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."}}