{"id":"W2751229368","doi":"10.2172/821822","title":"UTSI/CFFF MHD PROGRAM COMPLETION AND RELATED ACTIVITY","year":2003,"lang":"en","type":"report","venue":"","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sampling (signal processing); Environmental science; Quarter (Canadian coin); Groundwater; Hydrology (agriculture); Geography; Engineering; Archaeology; Telecommunications","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005976685,0.0002396006,0.0003521105,0.00002781402,0.0002413668,0.00004577457,0.00009653161,0.0002913087,0.002029079],"category_scores_gemma":[0.00004597251,0.0001740847,0.00008362428,0.0001262351,0.0004522649,0.00007056415,0.0002700187,0.0003270865,0.0002581826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002309775,"about_ca_system_score_gemma":0.00001614852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002318616,"about_ca_topic_score_gemma":0.0003172995,"domain_scores_codex":[0.998268,0.0001269971,0.0002475832,0.0004606756,0.000619082,0.0002776766],"domain_scores_gemma":[0.9994856,0.00003428333,0.0001593282,0.0002225889,0.00001388639,0.00008430582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006329345,0.001957736,0.1513759,0.0009320746,0.0007764497,0.0001460517,0.002992299,0.0001085518,0.0009087916,0.0001209281,0.4071234,0.4334945],"study_design_scores_gemma":[0.0001227118,0.0001274564,0.1199034,0.00003661309,0.00006012472,0.00009619365,0.00005491722,0.00003992668,0.0001312068,0.00023788,0.8788422,0.0003473439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1550478,0.0002388451,0.00001802825,0.000349712,0.0003107087,0.0005584215,0.000009535886,0.0001609827,0.8433059],"genre_scores_gemma":[0.6086156,0.00310132,0.001263359,0.0001290423,0.0001145117,0.0001247868,0.00008698864,0.00006270713,0.3865016],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4717188,"threshold_uncertainty_score":0.9988832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045955342640644,"score_gpt":0.3000435078118803,"score_spread":0.1954479735478159,"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."}}