{"id":"W6961039258","doi":"10.14288/1.0408741","title":"[SUB]","year":2011,"lang":"en","type":"other","venue":"Open Collections","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Term (time); Pipeline (software); Identification (biology); Point (geometry)","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":[0.0000310992,0.00009966399,0.0001242869,0.000006801136,0.0005361976,0.0002745367,0.0003649039,0.0001523337,0.05468831],"category_scores_gemma":[0.000004255576,0.0000373311,0.00004124842,0.0003229904,0.00001965928,0.00001340625,0.0001072143,0.0000780768,0.0002814364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007361582,"about_ca_system_score_gemma":0.00001246482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01796673,"about_ca_topic_score_gemma":0.09116763,"domain_scores_codex":[0.9995741,0.00002720724,0.00006691623,0.0001730105,0.00004127093,0.000117527],"domain_scores_gemma":[0.9998111,0.00002512956,0.00005918119,0.00004411264,0.000009160032,0.0000513781],"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":[0.000002849589,0.0000333221,0.00000901091,8.440056e-7,0.00001689686,0.000001227509,0.000001331915,2.623594e-8,0.000236128,0.00002462021,0.9944696,0.005204161],"study_design_scores_gemma":[0.00003157361,0.0000499502,0.00009166701,0.00001699529,0.00001199219,0.000005862155,0.000006844021,3.784692e-7,0.0001765889,0.0002251497,0.9992523,0.0001307192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001129506,0.0001073193,0.000001835576,0.00002343033,0.0002505682,0.0003393316,0.0005442593,0.0000577993,0.9986641],"genre_scores_gemma":[0.00007312455,0.0002017974,0.0001351915,0.00007894351,0.0002996059,0.00006963818,0.0001010035,0.00000397502,0.9990367],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0732009,"threshold_uncertainty_score":0.9885727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0449814605372585,"score_gpt":0.2122287542485668,"score_spread":0.1672472937113083,"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."}}