{"id":"W4409234264","doi":"10.36967/2309926","title":"Invasive exotic plant monitoring at Curecanti National Recreation Area: 2023 field season","year":2025,"lang":"en","type":"report","venue":"National Park Service","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recreation; Invasive species; Environmental science; Geography; Field (mathematics); Forestry; Hydrology (agriculture); Ecology; Biology; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007907685,0.0004157465,0.0004905593,0.00007097789,0.0004225247,0.0001192368,0.0005690947,0.0007968263,0.001695365],"category_scores_gemma":[0.004129088,0.0001924477,0.0002402869,0.0006847437,0.00003598722,0.000168927,0.0002884415,0.000524022,0.0002321238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203097,"about_ca_system_score_gemma":0.0006208681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007585589,"about_ca_topic_score_gemma":0.007525045,"domain_scores_codex":[0.9958694,0.00014483,0.0005595101,0.0007267164,0.002325049,0.0003745151],"domain_scores_gemma":[0.9911452,0.003734754,0.0005017795,0.00007588003,0.004414029,0.0001283507],"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":[0.0005408239,0.0003702358,0.04581944,0.0005731417,0.0007519874,0.00007542402,0.00005339301,0.0003440094,0.0489567,0.002121589,0.8895189,0.01087438],"study_design_scores_gemma":[0.0003718394,0.0001820316,0.3984726,0.001044216,0.0001003771,0.00006412767,0.0001111241,0.0001091305,0.002733024,0.002733409,0.5932129,0.0008651993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2471152,0.005349434,0.000005470342,0.043026,0.004671921,0.001927944,0.009124944,0.0004154466,0.6883636],"genre_scores_gemma":[0.8986563,0.00485942,0.0002949921,0.006283982,0.009483107,0.0004292913,0.02392269,0.0000089065,0.05606129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6515411,"threshold_uncertainty_score":0.9992172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1346254670146025,"score_gpt":0.2917411508085856,"score_spread":0.1571156837939831,"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."}}