{"id":"W7083811360","doi":"10.5281/zenodo.17236696","title":"Carex intumescens","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carex; Scale (ratio); Wetland; Habitat; Elevation (ballistics)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008136063,0.0001042433,0.0001442564,0.0001204438,0.006503512,0.0002139134,0.0003387264,0.0001263619,0.03301972],"category_scores_gemma":[0.001605891,0.0001106024,0.00004009729,0.0006072677,0.00005579112,0.0001779174,0.0005827324,0.0005384947,0.01202203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002365499,"about_ca_system_score_gemma":0.00003932569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003534612,"about_ca_topic_score_gemma":0.00000293579,"domain_scores_codex":[0.9974825,0.001117753,0.0003666813,0.0003510209,0.0002578166,0.0004242095],"domain_scores_gemma":[0.9972969,0.00005307659,0.00008956112,0.0004530072,0.001893052,0.0002144386],"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":[0.00007983702,0.0003453713,0.000200875,0.0005230976,0.00008664879,0.00008567632,0.01724438,0.0009708063,0.007648516,0.07201255,0.7170606,0.1837416],"study_design_scores_gemma":[0.0003990993,0.00005660209,0.0007926195,0.00006799743,0.000007552725,0.00002916554,0.002505286,0.001432367,0.0001230133,0.0001203122,0.9943404,0.0001255575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08738158,0.000376698,0.0596641,0.018496,0.001248441,0.001608642,0.0005135809,0.002671124,0.8280398],"genre_scores_gemma":[0.9751124,0.0003364149,0.004636024,0.00216876,0.0006263493,2.228434e-7,0.006324752,0.001695575,0.009099466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8877308,"threshold_uncertainty_score":0.9947899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050391199618726,"score_gpt":0.3802615150961941,"score_spread":0.2752223951343215,"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."}}