{"id":"W7023623019","doi":"","title":"Oklahoma Firefighter (Oklahoma City, Okla.), Vol. 37, No. 10, Ed. 1 Tuesday, December 1, 2020","year":2020,"lang":"en","type":"other","venue":"The Gateway to Oklahoma History","topic":"Hydrological Forecasting Using AI","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Information system; Quarter (Canadian coin); Product (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002562306,0.001049937,0.0003727676,0.001195339,0.002283056,0.003214378,0.0004308603,0.000766207,0.5864406],"category_scores_gemma":[0.0008129772,0.0003659469,0.0002594893,0.002001055,0.0003228819,0.001735835,0.001068303,0.000957469,0.5200315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538937,"about_ca_system_score_gemma":0.003327135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08764754,"about_ca_topic_score_gemma":0.2545457,"domain_scores_codex":[0.9998866,0.0000088921,0.000007447945,0.00002086996,0.000046973,0.00002925816],"domain_scores_gemma":[0.999715,0.0000267365,0.0000221288,0.00002307962,0.0001243042,0.00008869695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001174398,0.00001015639,0.0001870844,0.00003144877,6.536938e-7,0.00001896382,0.00002095133,0.00002684065,0.00007915861,0.0002041145,0.9668556,0.0325532],"study_design_scores_gemma":[0.000003615628,0.00000534164,0.001238517,0.00007269471,0.000001976846,0.00001639475,0.0001200589,0.0000350015,0.0000606147,0.0001334209,0.9983084,0.000003925906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001544005,0.005575332,0.0005907762,0.004482982,0.004214518,0.0001093228,0.01773174,0.001266042,0.9644853],"genre_scores_gemma":[0.001697299,0.003243103,0.0002657002,0.0004479745,0.0001925141,0.00003117635,0.002613907,0.0001909124,0.9913174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5864406,"threshold_uncertainty_score":0.5898923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698988541136254,"score_gpt":0.2118796341891162,"score_spread":0.1948897487777537,"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."}}