{"id":"W6929947931","doi":"10.5203/vfyf-a354","title":"Red River Devil's Lake Species List 2011","year":2019,"lang":"en","type":"dataset","venue":"UMANCEOS","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Hydrology (agriculture); Natural (archaeology); Fishing; Biodiversity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002541455,0.0002587374,0.0003096124,0.00004407094,0.0002090975,0.00003348066,0.001065913,0.0003230751,0.07779186],"category_scores_gemma":[0.00004478684,0.0002265503,0.0000775627,0.000115319,0.0006653535,0.0002269124,0.0004712256,0.0003962193,0.05515602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130575,"about_ca_system_score_gemma":0.00002594733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003168641,"about_ca_topic_score_gemma":0.01664346,"domain_scores_codex":[0.9982612,0.00005511988,0.0002177491,0.0006124394,0.0003898325,0.0004636838],"domain_scores_gemma":[0.9989478,0.00007953816,0.0001727068,0.000689838,0.000005880991,0.0001042198],"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":[0.000008655785,0.00003878316,0.005891584,0.00001305125,0.000007208079,0.00004671933,0.00002364045,0.00004845967,0.00003245681,0.000005878604,0.9937941,0.00008942172],"study_design_scores_gemma":[0.0001182933,0.00003854282,0.07781667,0.00001777514,0.00001810608,0.00001359277,0.000003650635,0.00002314455,0.00001337215,0.0001102449,0.9215401,0.0002865113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002171134,0.00003761428,0.000003629718,0.000232522,0.001270151,0.000252172,0.9799193,0.00002830046,0.01608519],"genre_scores_gemma":[0.0006247749,0.0005072406,0.000116644,0.0009592001,0.0001975564,0.00002455878,0.9619938,0.00001068335,0.0355656],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07225405,"threshold_uncertainty_score":0.9455796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720923089853549,"score_gpt":0.2151370076611555,"score_spread":0.1979277767626201,"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."}}