{"id":"W7034651053","doi":"","title":"2008 watershed protection plan update","year":2010,"lang":"en","type":"book","venue":"State Library's electronic repository (State Library of Massachusetts)","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Army Corps of Engineers; Natural Resources Conservation Service; University of Cambridge; U.S. Environmental Protection Agency; Commonwealth of Massachusetts; U.S. Department of Agriculture","keywords":"Water supply; Watershed; Plan (archaeology); Watershed management; Water conservation; Water resources","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0003209482,0.00132699,0.00140466,0.0003592486,0.0006419097,0.0003881309,0.001816893,0.0008178906,0.002977508],"category_scores_gemma":[0.000008324255,0.001148571,0.0005960846,0.0003896116,0.00133435,0.003666625,0.001477927,0.002943474,0.0005967864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002346155,"about_ca_system_score_gemma":0.0005145363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001284092,"about_ca_topic_score_gemma":0.00002445354,"domain_scores_codex":[0.9928057,0.0006111588,0.001745484,0.001736454,0.001203691,0.001897496],"domain_scores_gemma":[0.9965669,0.0001175016,0.001369699,0.001494194,0.00001445601,0.0004372398],"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":[0.002010336,0.0004863438,0.005419724,0.001164011,0.001418629,0.0005631021,0.003945163,0.0008467591,0.01040287,0.0005795072,0.9679609,0.005202678],"study_design_scores_gemma":[0.0008091516,0.0006273026,0.0009400936,0.0001685057,0.0001313561,0.0001122329,0.00002858505,0.00008201932,0.05045047,0.02884964,0.9164519,0.001348699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08038449,0.002350774,0.0001001388,0.005199931,0.001477213,0.003505359,0.0008588991,0.00185258,0.9042706],"genre_scores_gemma":[0.01131289,0.0020279,0.0004895371,0.0005360632,0.0005012203,0.0001365565,0.001418499,0.0004577621,0.9831195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07884895,"threshold_uncertainty_score":0.9999481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214305456525321,"score_gpt":0.1870063077718112,"score_spread":0.174863253206558,"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."}}