{"id":"W4289545216","doi":"10.1038/s41597-022-01568-z","title":"Developing a high-resolution gridded rainfall product for Bangladesh during 1901–2018","year":2022,"lang":"en","type":"article","venue":"Scientific Data","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Research Foundation of Korea","keywords":"Product (mathematics); Environmental science; Climatology; Geology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005273367,0.0005087099,0.0002505085,0.001302987,0.000183939,0.0004901381,0.0004258166,0.0002268558,0.002246121],"category_scores_gemma":[0.001746684,0.0002218507,0.0002664647,0.002335973,0.0001192352,0.0005092793,0.0003521281,0.0002493804,0.001511981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007257392,"about_ca_system_score_gemma":0.0008363967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04200519,"about_ca_topic_score_gemma":0.03626029,"domain_scores_codex":[0.99976,0.00003782588,0.00004363326,0.00006399036,0.00007268927,0.00002194317],"domain_scores_gemma":[0.9993206,0.00006978676,0.0001203639,0.00007318997,0.0003819822,0.00003411287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007302237,0.0003517752,0.507342,0.0008841203,0.0003565685,0.001469003,0.001014983,0.09952532,0.03611574,0.001731344,0.05381193,0.2966671],"study_design_scores_gemma":[0.0001972946,0.0001866028,0.770132,0.0001324385,0.0001157058,0.0002619289,0.001335598,0.1392215,0.01994291,0.0006589684,0.06769934,0.0001156738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.6502371,0.0002177638,0.0256914,0.0003766839,0.00008341447,0.0004842731,0.3133444,0.001990584,0.007574422],"genre_scores_gemma":[0.7150078,0.0003378377,0.05802427,0.00004806601,0.00002008537,0.0006954711,0.2233925,0.0002198031,0.002254146],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.04200519,"threshold_uncertainty_score":0.08352137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08742541192371227,"score_gpt":0.2588237999639356,"score_spread":0.1713983880402233,"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."}}