{"id":"W7098733084","doi":"","title":"by","year":2007,"lang":"en","type":"article","venue":"","topic":"Slime Mold and Myxomycetes Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Watershed; Water supply; Christian ministry; Work (physics); Estimation; Water resources; Watershed area; Hydrology (agriculture); Water use","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006226286,0.00002178354,0.00001993312,0.00001743416,0.000006979216,0.000005468058,0.00003501252,0.00001479693,0.0005049103],"category_scores_gemma":[0.000002714903,0.00001858844,0.000007891997,0.00004572979,0.00000426441,0.00001693361,0.000004846418,0.0000347471,0.000242111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008650532,"about_ca_system_score_gemma":7.852292e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000487128,"about_ca_topic_score_gemma":0.000002862771,"domain_scores_codex":[0.9997666,6.484714e-7,0.00003079831,0.00002579312,0.00004990617,0.0001262682],"domain_scores_gemma":[0.9998958,0.00001524411,5.720299e-7,0.00004610356,0.000004284516,0.00003801651],"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":[0.000002411112,0.00001021153,0.01106349,0.00001386293,0.00001680835,0.00001141498,0.00004848127,0.00005865032,0.3006752,0.001304753,0.5817653,0.1050294],"study_design_scores_gemma":[0.0001223747,0.00001042998,0.007265222,0.000001413388,7.236907e-7,0.000002390685,0.00003214621,0.001665887,0.4060238,0.00005721289,0.5847341,0.00008427822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3438498,0.0002914589,0.002407297,0.00002528007,0.00008277204,0.00002856481,7.638766e-7,0.000293127,0.6530209],"genre_scores_gemma":[0.9945226,0.00001147772,0.0003000536,0.00003035675,0.00002721659,5.547121e-7,0.000001189234,0.000005616934,0.005100982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6506728,"threshold_uncertainty_score":0.5528414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004857619086582808,"score_gpt":0.2251344025683204,"score_spread":0.2202767834817376,"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."}}