{"id":"W6920760707","doi":"10.6073/pasta/75dc3a30a41963d946e71972561c0f25","title":"Vegetation Data Collected with Point Frame for 83 Locations of 6-163 Years Old Black Spruce, Alaska Paper Birch, and Aspen Stands Across Interior Alaska. Sampled in 2008-2010 and 2013-2015.","year":2022,"lang":"en","type":"dataset","venue":"Environmental Data Initiative","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Frame (networking); Point (geometry); Vegetation classification; Identification (biology); Vegetation types","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001083403,0.0007808235,0.001055979,0.0004553362,0.0002623706,0.0001703748,0.001875588,0.0003434995,0.004098159],"category_scores_gemma":[0.0004072249,0.0008255519,0.00004347439,0.0005198459,0.001578365,0.002348851,0.005304924,0.0009666108,0.0001225292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005701514,"about_ca_system_score_gemma":0.0002463462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047659,"about_ca_topic_score_gemma":0.0128962,"domain_scores_codex":[0.994951,0.0004780714,0.001079693,0.001981732,0.0008353479,0.0006741766],"domain_scores_gemma":[0.9943468,0.0008691513,0.001145189,0.003378442,0.00003302111,0.0002273815],"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":[0.001207097,0.0005974675,0.001513395,0.0002455272,0.0006609533,0.00003753381,0.002260766,0.00003362439,0.0005761765,0.000002679935,0.9926889,0.0001759088],"study_design_scores_gemma":[0.01032209,0.001799687,0.1751473,0.0006121692,0.0009484714,0.00006496152,0.009395848,0.0009128127,0.000163203,0.00009959695,0.7987359,0.00179801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03284702,0.0005733643,0.000142959,0.0001063542,0.0001312559,0.003081703,0.9630792,0.00002806184,0.00001010458],"genre_scores_gemma":[0.01428173,0.001760025,0.002030613,0.000223143,0.00005707168,0.0003848462,0.9809838,0.0002035451,0.00007520991],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.193953,"threshold_uncertainty_score":0.9994195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03915935571458318,"score_gpt":0.3006515839208769,"score_spread":0.2614922282062938,"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."}}