{"id":"W1163949136","doi":"10.3233/ajw-150007","title":"Prediction of Rain in Bihar, India, Based on Historical Rain Data","year":2015,"lang":"en","type":"article","venue":"Asian Journal of Water Environment and Pollution","topic":"Hydrology and Drought Analysis","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Environmental science; Climatology; Geography; Meteorology; Physical geography; Geology","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":[0.0002795404,0.0004171389,0.0002687254,0.001054822,0.000362271,0.0006089906,0.000409217,0.0002979556,0.0005124288],"category_scores_gemma":[0.0005352201,0.0002189008,0.000309415,0.001101845,0.0001350409,0.0004346711,0.0003224325,0.0002918015,0.0002813101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000434067,"about_ca_system_score_gemma":0.0006633028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0209491,"about_ca_topic_score_gemma":0.02730209,"domain_scores_codex":[0.9998293,0.00003362722,0.00001646996,0.00003876058,0.00003947782,0.00004240327],"domain_scores_gemma":[0.9997084,0.00008530171,0.00004206133,0.000028649,0.00009489721,0.00004073351],"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":[0.0005149959,0.0003513428,0.5477414,0.0002363005,0.0002536999,0.0009315622,0.000556423,0.3521614,0.01163879,0.0008058624,0.002965627,0.08184267],"study_design_scores_gemma":[0.00005023745,0.0002815971,0.4853129,0.00001948069,0.00009347404,0.0002156851,0.0007048252,0.5044529,0.006433914,0.0004097808,0.001962528,0.00006258064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925322,0.00009923871,0.00389718,0.00007892678,0.00001534746,0.00003460148,0.001069062,0.00024703,0.002026462],"genre_scores_gemma":[0.9956415,0.0001045682,0.002633548,0.000008147934,0.000005237949,0.00002379587,0.001228217,0.000008332228,0.0003467239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0209491,"threshold_uncertainty_score":0.04165429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454606796869979,"score_gpt":0.2095527917267606,"score_spread":0.1850067237580608,"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."}}